diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..a47b0494391d7a9917189920ffc8d83ddb05dec3 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+img/architecture.png filter=lfs diff=lfs merge=lfs -text
diff --git a/img/architecture.png b/img/architecture.png
new file mode 100644
index 0000000000000000000000000000000000000000..88d45bc3872d046a159e831ddd9836dfc8596402
--- /dev/null
+++ b/img/architecture.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acc14adddd5e8986d8857509d1f3f731020ee423970c0848e488b865c6c6231b
+size 309599
diff --git a/rats40k_adapter/README.md b/rats40k_adapter/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..61f31cdc2a54c749a74f16c109a01e27c59c1a2b
--- /dev/null
+++ b/rats40k_adapter/README.md
@@ -0,0 +1,70 @@
+# RATs40K Adapter for ChatTime
+
+This folder adapts ChatTime to the RATs40K univariate anomaly QA task.
+
+It intentionally uses the numeric `Observation` field only. It does not use
+`FigurePath`, so the resulting baseline should be compared with numeric-only
+Time-RA settings rather than VLM image-input settings.
+
+## Required inputs
+
+- `MODEL_PATH`: local ChatTime model directory. This is required by default.
+- `PYTHON_BIN`: Python executable. The shell scripts default to
+  `/dev/shm/suiqk/conda_envs/scalerag-ts-v4/bin/python`.
+- `DATA_PATH`: defaults to
+  `/mnt/share01/sqk/datasets/RATs40K/RATs-Uni-TSImage_Reason.json`.
+
+The scripts do not download HuggingFace weights unless `ALLOW_HF_DOWNLOAD=1`
+is set explicitly.
+
+The default precision is FP16 because the configured four-GPU machine uses
+Tesla V100 GPUs. SFT defaults to regular FP16 LoRA with
+`LOAD_IN_4BIT=0`, `PER_DEVICE_TRAIN_BATCH_SIZE=1`, and
+`GRADIENT_ACCUMULATION_STEPS=16`.
+
+Evaluation defaults to `EVAL_BATCH_SIZE=4` per GPU. With four GPUs, the
+maximum global evaluation batch size is 16.
+
+The task prompt is aligned with Time-RA's univariate
+`USER_DETECTION_PROMPT`; ChatTime still receives the normalized/discretized
+series through its native `### Input` section. Evaluation checks prompt token
+lengths and fails instead of truncating. Defaults are `MAX_INPUT_TOKENS=3936`,
+`MAX_NEW_TOKENS=160`, and `MAX_SEQ_LENGTH=4096` for SFT.
+
+## Zero-shot
+
+```bash
+cd /mnt/share01/sqk/ChatTime
+MODEL_PATH=/mnt/share01/sqk/models/ChatTime-1-7B-Chat \
+bash rats40k_adapter/run_zeroshot_4gpu.sh
+```
+
+## SFT + Eval
+
+```bash
+cd /mnt/share01/sqk/ChatTime
+MODEL_PATH=/mnt/share01/sqk/models/ChatTime-1-7B-Chat \
+bash rats40k_adapter/run_sft_4gpu.sh
+```
+
+## Zero-shot Then SFT + Eval
+
+```bash
+cd /mnt/share01/sqk/ChatTime
+bash rats40k_adapter/run_zeroshot_then_sft_4gpu.sh
+```
+
+## Saved Results
+
+- Zero-shot outputs:
+  `/mnt/share01/sqk/ChatTime/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot`
+- SFT outputs:
+  `/mnt/share01/sqk/ChatTime/rats40k_adapter/outputs/pipeline_20260608_175250/sft`
+
+Useful smoke-test knobs:
+
+```bash
+MAX_TRAIN_SAMPLES=128 MAX_EVAL_SAMPLES=64 bash rats40k_adapter/run_zeroshot_then_sft_4gpu.sh
+MAX_TRAIN_SAMPLES=128 MAX_EVAL_SAMPLES=64 bash rats40k_adapter/run_sft_4gpu.sh
+MAX_EVAL_SAMPLES=64 bash rats40k_adapter/run_zeroshot_4gpu.sh
+```
diff --git a/rats40k_adapter/eval_rats40k.py b/rats40k_adapter/eval_rats40k.py
new file mode 100644
index 0000000000000000000000000000000000000000..24eb7740e8657b398aaecc8fd48f6a9b5dba1bf1
--- /dev/null
+++ b/rats40k_adapter/eval_rats40k.py
@@ -0,0 +1,244 @@
+import argparse
+import copy
+import os
+from pathlib import Path
+
+import torch
+import torch.distributed as dist
+from tqdm import tqdm
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+from rats40k_common import (
+    atomic_write_json,
+    build_prediction,
+    build_prompt,
+    compute_metrics,
+    load_dataset_json,
+    valid_split_items,
+)
+
+
+def parse_args():
+    parser = argparse.ArgumentParser(
+        description="Evaluate ChatTime on RATs40K univariate anomaly QA."
+    )
+    parser.add_argument("--model_path", required=True)
+    parser.add_argument("--adapter_path", default=None)
+    parser.add_argument(
+        "--data_path",
+        default="/mnt/share01/sqk/datasets/RATs40K/RATs-Uni-TSImage_Reason.json",
+    )
+    parser.add_argument("--split", default="TSAD_test")
+    parser.add_argument("--output_dir", required=True)
+    parser.add_argument("--result_name", default=None)
+    parser.add_argument("--max_eval_samples", type=int, default=None)
+    parser.add_argument("--eval_batch_size", type=int, default=4)
+    parser.add_argument("--max_input_tokens", type=int, default=3936)
+    parser.add_argument("--max_new_tokens", type=int, default=160)
+    parser.add_argument("--temperature", type=float, default=0.0)
+    parser.add_argument("--top_p", type=float, default=1.0)
+    parser.add_argument("--top_k", type=int, default=50)
+    parser.add_argument("--torch_dtype", choices=["auto", "bf16", "fp16", "fp32"], default="fp16")
+    parser.add_argument("--allow_hf_download", action="store_true")
+    return parser.parse_args()
+
+
+def init_distributed():
+    world_size = int(os.environ.get("WORLD_SIZE", "1"))
+    rank = int(os.environ.get("RANK", "0"))
+    local_rank = int(os.environ.get("LOCAL_RANK", "0"))
+    if torch.cuda.is_available():
+        torch.cuda.set_device(local_rank)
+    if world_size > 1 and not dist.is_initialized():
+        dist.init_process_group(backend="nccl")
+    return rank, local_rank, world_size
+
+
+def dtype_from_arg(value):
+    if value == "auto":
+        return "auto"
+    if value == "bf16":
+        return torch.bfloat16
+    if value == "fp16":
+        return torch.float16
+    return torch.float32
+
+
+def load_model_and_tokenizer(args, local_rank):
+    local_files_only = not args.allow_hf_download
+    tokenizer = AutoTokenizer.from_pretrained(
+        args.model_path,
+        trust_remote_code=True,
+        local_files_only=local_files_only,
+    )
+    if tokenizer.pad_token is None:
+        tokenizer.pad_token = tokenizer.eos_token
+    tokenizer.padding_side = "left"
+
+    device = f"cuda:{local_rank}" if torch.cuda.is_available() else "cpu"
+    model = AutoModelForCausalLM.from_pretrained(
+        args.model_path,
+        trust_remote_code=True,
+        torch_dtype=dtype_from_arg(args.torch_dtype),
+        low_cpu_mem_usage=True,
+        device_map={"": device} if torch.cuda.is_available() else None,
+        local_files_only=local_files_only,
+    )
+
+    if args.adapter_path:
+        try:
+            from peft import PeftModel
+        except Exception as exc:
+            raise RuntimeError(
+                "peft is required when --adapter_path is provided. "
+                "Install peft in the selected Python environment."
+            ) from exc
+        model = PeftModel.from_pretrained(
+            model,
+            args.adapter_path,
+            local_files_only=local_files_only,
+        )
+
+    model.eval()
+    return model, tokenizer, device
+
+
+def generate_responses(model, tokenizer, device, prompts, args):
+    raw_encodings = tokenizer(
+        prompts,
+        add_special_tokens=True,
+        truncation=False,
+    )
+    prompt_lengths = [len(input_ids) for input_ids in raw_encodings["input_ids"]]
+    max_prompt_length = max(prompt_lengths) if prompt_lengths else 0
+    if max_prompt_length > args.max_input_tokens:
+        longest = max(range(len(prompt_lengths)), key=lambda idx: prompt_lengths[idx])
+        raise RuntimeError(
+            "Prompt token length exceeds max_input_tokens. "
+            f"max_prompt_length={max_prompt_length}, "
+            f"max_input_tokens={args.max_input_tokens}, "
+            f"batch_index={longest}. Increase MAX_INPUT_TOKENS or shorten the prompt."
+        )
+
+    model_context = getattr(model.config, "max_position_embeddings", None)
+    if model_context and max_prompt_length + args.max_new_tokens > model_context:
+        raise RuntimeError(
+            "Prompt plus generation budget exceeds model context length. "
+            f"max_prompt_length={max_prompt_length}, "
+            f"max_new_tokens={args.max_new_tokens}, "
+            f"model_context={model_context}. "
+            "Lower MAX_NEW_TOKENS or MAX_INPUT_TOKENS."
+        )
+
+    inputs = tokenizer(
+        prompts,
+        return_tensors="pt",
+        padding=True,
+        truncation=False,
+    )
+    inputs = {key: value.to(device) for key, value in inputs.items()}
+    do_sample = args.temperature > 0
+    generation_config = copy.deepcopy(model.generation_config)
+    generation_config.do_sample = do_sample
+    generation_config.pad_token_id = tokenizer.pad_token_id
+    generation_config.eos_token_id = tokenizer.eos_token_id
+    if do_sample:
+        generation_config.temperature = args.temperature
+        generation_config.top_p = args.top_p
+        generation_config.top_k = args.top_k
+    else:
+        generation_config.temperature = None
+        generation_config.top_p = None
+        generation_config.top_k = None
+
+    generation_kwargs = {
+        "max_new_tokens": args.max_new_tokens,
+    }
+    with torch.inference_mode():
+        output = model.generate(
+            **inputs,
+            generation_config=generation_config,
+            **generation_kwargs,
+        )
+    new_tokens = output[:, inputs["input_ids"].shape[-1] :]
+    return [
+        response.strip()
+        for response in tokenizer.batch_decode(new_tokens, skip_special_tokens=True)
+    ]
+
+
+def main():
+    args = parse_args()
+    rank, local_rank, world_size = init_distributed()
+    output_dir = Path(args.output_dir)
+    shard_dir = output_dir / "shards"
+    shard_dir.mkdir(parents=True, exist_ok=True)
+
+    data = load_dataset_json(args.data_path)
+    items = valid_split_items(data, args.split)
+    if args.max_eval_samples is not None and args.max_eval_samples >= 0:
+        items = items[: args.max_eval_samples]
+    shard_items = items[rank::world_size]
+
+    if rank == 0:
+        print(f"Dataset: {args.data_path}")
+        print(f"Split: {args.split}")
+        print(f"Total samples: {len(items)}")
+        print(f"World size: {world_size}")
+        print(f"Per-device eval batch size: {args.eval_batch_size}")
+        print(f"Maximum global eval batch size: {args.eval_batch_size * world_size}")
+        print(f"Output dir: {output_dir}")
+
+    model, tokenizer, device = load_model_and_tokenizer(args, local_rank)
+
+    predictions = {}
+    batch_size = max(1, args.eval_batch_size)
+    batch_starts = range(0, len(shard_items), batch_size)
+    for start in tqdm(
+        batch_starts,
+        total=(len(shard_items) + batch_size - 1) // batch_size,
+        desc=f"rank {rank}",
+        disable=rank != 0,
+    ):
+        batch_items = shard_items[start : start + batch_size]
+        prompts = [
+            build_prompt(item["Observation"], item.get("Source"))
+            for _, item in batch_items
+        ]
+        responses = generate_responses(model, tokenizer, device, prompts, args)
+        for (idx, _), response in zip(batch_items, responses):
+            predictions[idx] = build_prediction(response)
+
+    result_name = args.result_name or f"{args.split}_predictions.json"
+    shard_path = shard_dir / f"{Path(result_name).stem}.rank{rank}.json"
+    atomic_write_json(predictions, shard_path)
+
+    if world_size > 1:
+        dist.barrier()
+
+    if rank == 0:
+        merged = {}
+        for shard_rank in range(world_size):
+            path = shard_dir / f"{Path(result_name).stem}.rank{shard_rank}.json"
+            shard = load_dataset_json(path)
+            merged.update(shard)
+        def sort_key(pair):
+            key = pair[0]
+            return (0, int(key)) if key.isdigit() else (1, key)
+
+        merged = dict(sorted(merged.items(), key=sort_key))
+
+        result_path = output_dir / result_name
+        metrics_path = output_dir / f"{args.split}_metrics.json"
+        atomic_write_json({args.split: merged}, result_path)
+        atomic_write_json(compute_metrics(data, merged, args.split), metrics_path)
+        print(f"Saved predictions: {result_path}")
+        print(f"Saved metrics: {metrics_path}")
+
+    if world_size > 1:
+        dist.barrier()
+        dist.destroy_process_group()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/rats40k_adapter/finetune_rats40k_lora.py b/rats40k_adapter/finetune_rats40k_lora.py
new file mode 100644
index 0000000000000000000000000000000000000000..31e50cec0d06f6294084b5d287d0246523c883ef
--- /dev/null
+++ b/rats40k_adapter/finetune_rats40k_lora.py
@@ -0,0 +1,314 @@
+import argparse
+import inspect
+import os
+from pathlib import Path
+
+import torch
+from torch.utils.data import Dataset
+from transformers import AutoModelForCausalLM, AutoTokenizer, Trainer, TrainingArguments
+
+from rats40k_common import build_prompt, build_response, load_dataset_json, valid_split_items
+
+
+def patch_accelerate_compatibility():
+    from accelerate import Accelerator
+
+    signature = inspect.signature(Accelerator.unwrap_model)
+    if "keep_torch_compile" in signature.parameters:
+        return
+
+    original_unwrap_model = Accelerator.unwrap_model
+
+    def unwrap_model_compat(
+        self,
+        model,
+        keep_fp32_wrapper=True,
+        keep_torch_compile=True,
+    ):
+        del keep_torch_compile
+        return original_unwrap_model(
+            self,
+            model,
+            keep_fp32_wrapper=keep_fp32_wrapper,
+        )
+
+    Accelerator.unwrap_model = unwrap_model_compat
+    print(
+        "Applied accelerate compatibility patch: "
+        "Accelerator.unwrap_model accepts keep_torch_compile."
+    )
+
+
+class PromptResponseDataset(Dataset):
+    def __init__(self, rows, tokenizer, max_seq_length):
+        self.rows = rows
+        self.tokenizer = tokenizer
+        self.max_seq_length = max_seq_length
+        self._validate_lengths()
+
+    def __len__(self):
+        return len(self.rows)
+
+    def __getitem__(self, index):
+        _, prompt, response = self.rows[index]
+        prompt_ids = self.tokenizer(
+            prompt,
+            add_special_tokens=True,
+            truncation=False,
+        )["input_ids"]
+        response_ids = self.tokenizer(
+            response + self.tokenizer.eos_token,
+            add_special_tokens=False,
+            truncation=False,
+        )["input_ids"]
+
+        input_ids = prompt_ids + response_ids
+        prompt_len = len(prompt_ids)
+        labels = [-100] * prompt_len + input_ids[prompt_len:]
+        attention_mask = [1] * len(input_ids)
+        return {
+            "input_ids": input_ids,
+            "attention_mask": attention_mask,
+            "labels": labels,
+        }
+
+    def _validate_lengths(self):
+        max_prompt_len = 0
+        max_total_len = 0
+        too_long = []
+        for idx, prompt, response in self.rows:
+            prompt_ids = self.tokenizer(
+                prompt,
+                add_special_tokens=True,
+                truncation=False,
+            )["input_ids"]
+            response_ids = self.tokenizer(
+                response + self.tokenizer.eos_token,
+                add_special_tokens=False,
+                truncation=False,
+            )["input_ids"]
+            prompt_len = len(prompt_ids)
+            total_len = prompt_len + len(response_ids)
+            max_prompt_len = max(max_prompt_len, prompt_len)
+            max_total_len = max(max_total_len, total_len)
+            if total_len > self.max_seq_length:
+                too_long.append((idx, prompt_len, total_len))
+                if len(too_long) >= 5:
+                    break
+
+        print(
+            "SFT token length check: "
+            f"max_prompt_len={max_prompt_len}, "
+            f"max_total_len={max_total_len}, "
+            f"max_seq_length={self.max_seq_length}"
+        )
+        if too_long:
+            examples = ", ".join(
+                f"{idx}:prompt={prompt_len},total={total_len}"
+                for idx, prompt_len, total_len in too_long
+            )
+            raise RuntimeError(
+                "Some SFT samples exceed max_seq_length and would be truncated. "
+                f"Examples: {examples}. Increase MAX_SEQ_LENGTH or shorten the prompt."
+            )
+
+
+class CausalLMCollator:
+    def __init__(self, tokenizer):
+        self.tokenizer = tokenizer
+
+    def __call__(self, features):
+        max_len = max(len(feature["input_ids"]) for feature in features)
+        input_ids = []
+        attention_mask = []
+        labels = []
+        for feature in features:
+            pad_len = max_len - len(feature["input_ids"])
+            input_ids.append(feature["input_ids"] + [self.tokenizer.pad_token_id] * pad_len)
+            attention_mask.append(feature["attention_mask"] + [0] * pad_len)
+            labels.append(feature["labels"] + [-100] * pad_len)
+        return {
+            "input_ids": torch.tensor(input_ids, dtype=torch.long),
+            "attention_mask": torch.tensor(attention_mask, dtype=torch.long),
+            "labels": torch.tensor(labels, dtype=torch.long),
+        }
+
+
+def parse_args():
+    parser = argparse.ArgumentParser(
+        description="LoRA SFT for ChatTime on RATs40K univariate anomaly QA."
+    )
+    parser.add_argument("--model_path", required=True)
+    parser.add_argument(
+        "--data_path",
+        default="/mnt/share01/sqk/datasets/RATs40K/RATs-Uni-TSImage_Reason.json",
+    )
+    parser.add_argument("--train_split", default="TSAD_train")
+    parser.add_argument("--output_dir", required=True)
+    parser.add_argument("--max_train_samples", type=int, default=None)
+    parser.add_argument("--max_seq_length", type=int, default=4096)
+    parser.add_argument("--per_device_train_batch_size", type=int, default=2)
+    parser.add_argument("--gradient_accumulation_steps", type=int, default=8)
+    parser.add_argument("--num_train_epochs", type=float, default=2.0)
+    parser.add_argument("--learning_rate", type=float, default=2e-4)
+    parser.add_argument("--warmup_ratio", type=float, default=0.05)
+    parser.add_argument("--weight_decay", type=float, default=0.01)
+    parser.add_argument("--logging_steps", type=int, default=10)
+    parser.add_argument("--save_steps", type=int, default=200)
+    parser.add_argument("--save_total_limit", type=int, default=2)
+    parser.add_argument("--dataloader_num_workers", type=int, default=4)
+    parser.add_argument("--lora_rank", type=int, default=16)
+    parser.add_argument("--lora_alpha", type=int, default=32)
+    parser.add_argument("--lora_dropout", type=float, default=0.05)
+    parser.add_argument("--load_in_4bit", action="store_true")
+    parser.add_argument("--gradient_checkpointing", action="store_true")
+    parser.add_argument("--torch_dtype", choices=["bf16", "fp16", "fp32"], default="fp16")
+    parser.add_argument("--allow_hf_download", action="store_true")
+    return parser.parse_args()
+
+
+def dtype_from_arg(value):
+    if value == "bf16":
+        return torch.bfloat16
+    if value == "fp16":
+        return torch.float16
+    return torch.float32
+
+
+def local_rank():
+    return int(os.environ.get("LOCAL_RANK", "0"))
+
+
+def build_rows(data_path, split, max_samples):
+    data = load_dataset_json(data_path)
+    items = valid_split_items(data, split)
+    if max_samples is not None and max_samples >= 0:
+        items = items[:max_samples]
+    rows = []
+    for idx, item in items:
+        prompt = build_prompt(item["Observation"], item.get("Source"))
+        response = build_response(item.get("Thought", ""), item.get("ActionID"))
+        rows.append((idx, prompt, response))
+    return rows
+
+
+def load_model(args):
+    try:
+        from peft import LoraConfig, get_peft_model, prepare_model_for_kbit_training
+    except Exception as exc:
+        raise RuntimeError(
+            "peft is required for SFT. Install peft in the selected Python environment."
+        ) from exc
+
+    dtype = dtype_from_arg(args.torch_dtype)
+    local_files_only = not args.allow_hf_download
+    device = f"cuda:{local_rank()}" if torch.cuda.is_available() else "cpu"
+
+    quantization_config = None
+    if args.load_in_4bit:
+        try:
+            from transformers import BitsAndBytesConfig
+        except Exception as exc:
+            raise RuntimeError(
+                "transformers BitsAndBytesConfig is required for --load_in_4bit."
+            ) from exc
+        quantization_config = BitsAndBytesConfig(
+            load_in_4bit=True,
+            bnb_4bit_compute_dtype=dtype,
+            bnb_4bit_quant_type="nf4",
+            bnb_4bit_use_double_quant=True,
+        )
+
+    model = AutoModelForCausalLM.from_pretrained(
+        args.model_path,
+        trust_remote_code=True,
+        torch_dtype=dtype,
+        low_cpu_mem_usage=True,
+        quantization_config=quantization_config,
+        device_map={"": device} if torch.cuda.is_available() and args.load_in_4bit else None,
+        local_files_only=local_files_only,
+    )
+    if not args.load_in_4bit and torch.cuda.is_available():
+        model.to(device)
+    if args.load_in_4bit:
+        model = prepare_model_for_kbit_training(
+            model,
+            use_gradient_checkpointing=args.gradient_checkpointing,
+        )
+    elif args.gradient_checkpointing:
+        model.gradient_checkpointing_enable()
+
+    lora_config = LoraConfig(
+        r=args.lora_rank,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type="CAUSAL_LM",
+        target_modules=[
+            "q_proj",
+            "k_proj",
+            "v_proj",
+            "o_proj",
+            "gate_proj",
+            "up_proj",
+            "down_proj",
+        ],
+    )
+    model = get_peft_model(model, lora_config)
+    model.print_trainable_parameters()
+    return model
+
+
+def main():
+    args = parse_args()
+    patch_accelerate_compatibility()
+    if torch.cuda.is_available():
+        torch.cuda.set_device(local_rank())
+
+    local_files_only = not args.allow_hf_download
+    tokenizer = AutoTokenizer.from_pretrained(
+        args.model_path,
+        trust_remote_code=True,
+        local_files_only=local_files_only,
+    )
+    if tokenizer.pad_token is None:
+        tokenizer.pad_token = tokenizer.eos_token
+    tokenizer.padding_side = "right"
+
+    rows = build_rows(args.data_path, args.train_split, args.max_train_samples)
+    train_dataset = PromptResponseDataset(rows, tokenizer, args.max_seq_length)
+    model = load_model(args)
+
+    bf16 = args.torch_dtype == "bf16"
+    fp16 = args.torch_dtype == "fp16"
+    training_args = TrainingArguments(
+        output_dir=args.output_dir,
+        per_device_train_batch_size=args.per_device_train_batch_size,
+        gradient_accumulation_steps=args.gradient_accumulation_steps,
+        num_train_epochs=args.num_train_epochs,
+        learning_rate=args.learning_rate,
+        warmup_ratio=args.warmup_ratio,
+        weight_decay=args.weight_decay,
+        logging_steps=args.logging_steps,
+        save_steps=args.save_steps,
+        save_total_limit=args.save_total_limit,
+        dataloader_num_workers=args.dataloader_num_workers,
+        bf16=bf16,
+        fp16=fp16,
+        report_to="none",
+        remove_unused_columns=False,
+        ddp_find_unused_parameters=False,
+    )
+    trainer = Trainer(
+        model=model,
+        args=training_args,
+        train_dataset=train_dataset,
+        data_collator=CausalLMCollator(tokenizer),
+    )
+    trainer.train()
+    trainer.save_model(args.output_dir)
+    tokenizer.save_pretrained(args.output_dir)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/README.md b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..97400eaf5aa13ca309ea1b4193e55b7b642d3718
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/README.md
@@ -0,0 +1,202 @@
+---
+base_model: /mnt/share01/sqk/models/ChatTime-1-7B-Chat
+library_name: peft
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.14.0
\ No newline at end of file
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/adapter_config.json b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..de648cbcac26d97fae0bbc085181dc3af806af5e
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/adapter_config.json
@@ -0,0 +1,37 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "/mnt/share01/sqk/models/ChatTime-1-7B-Chat",
+  "bias": "none",
+  "eva_config": null,
+  "exclude_modules": null,
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_bias": false,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "gate_proj",
+    "o_proj",
+    "v_proj",
+    "up_proj",
+    "q_proj",
+    "k_proj",
+    "down_proj"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_dora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/added_tokens.json b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/added_tokens.json
new file mode 100644
index 0000000000000000000000000000000000000000..975a14b2d6495d46849ac4cb7ff9698e9788e5bb
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/added_tokens.json
@@ -0,0 +1,10003 @@
+{
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diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/checkpoint-946/trainer_state.json b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/checkpoint-946/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d0857ac5b90d1b21ea3179ab2bb548d8345789e
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/checkpoint-946/trainer_state.json
@@ -0,0 +1,692 @@
+{
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+      "▁=\\": 17313,
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+      "(\".": 17350,
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+      "▁Internacional": 17489,
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+      "unas": 17496,
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+      "▁yields": 17498,
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+      "spot": 17500,
+      "▁+\\": 17501,
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+      "▁$(\".": 17575,
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+      "▁reprezent": 17577,
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+      "▁beside": 17620,
+      "▁Мі": 17621,
+      "▁ath": 17622,
+      "▁advent": 17623,
+      "cji": 17624,
+      "written": 17625,
+      "▁russ": 17626,
+      "rost": 17627,
+      "HI": 17628,
+      "▁dice": 17629,
+      "cca": 17630,
+      "▁dép": 17631,
+      "ply": 17632,
+      "bigg": 17633,
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+      "JECT": 17637,
+      "ському": 17638,
+      "nos": 17639,
+      "mock": 17640,
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+      "▁widely": 17644,
+      "▁defines": 17645,
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+      "▁neighbour": 17647,
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+      "elements": 17664,
+      "▁sondern": 17665,
+      "▁tarde": 17666,
+      "▁permanent": 17667,
+      "▁conclude": 17668,
+      "Seg": 17669,
+      "▁акаде": 17670,
+      "}\",": 17671,
+      "▁февраля": 17672,
+      "řed": 17673,
+      "▁IL": 17674,
+      "jud": 17675,
+      "▁USS": 17676,
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+      "▁twelve": 17680,
+      "tid": 17681,
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+      "spre": 17703,
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+      "▁LI": 17705,
+      "znam": 17706,
+      "itled": 17707,
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+      "uliar": 17709,
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+      "▁resistance": 17711,
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+      "▁Clear": 17732,
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+      "▁titles": 17735,
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+      "▁contrib": 17737,
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+      "▁photograph": 17739,
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+      "comb": 17743,
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+      "▁publication": 17745,
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+      "▁restore": 17749,
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+      "▁reconst": 17789,
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+      "▁consultato": 17798,
+      "▁bio": 17799,
+      "▁subjects": 17800,
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+      "▁Schrift": 17802,
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+      "▁%%": 17806,
+      "bage": 17807,
+      "▁veröff": 17808,
+      "▁detected": 17809,
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+      "▁Ton": 17812,
+      "Complete": 17813,
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+      "▁smile": 17819,
+      "▁strip": 17820,
+      "neut": 17821,
+      "');\r": 17822,
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+      "Controls": 17825,
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+      "▁држави": 17828,
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+      "▁expanded": 17832,
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+      "▁Станов": 17835,
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+      "▁notion": 17837,
+      "▁guest": 17838,
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+      "▁reflection": 17842,
+      "liv": 17843,
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+      "▁revealed": 17845,
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+      "▁Tax": 17847,
+      "▁periodo": 17848,
+      "▁Weltkrie": 17849,
+      "catalina": 17850,
+      "qué": 17851,
+      "▁Father": 17852,
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+      "expect": 17854,
+      "▁regression": 17855,
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+      "▁dabei": 17857,
+      "perm": 17858,
+      "мене": 17859,
+      "▁Abd": 17860,
+      "▁CF": 17861,
+      "arks": 17862,
+      "resolve": 17863,
+      "wedge": 17864,
+      "▁initialization": 17865,
+      "▁Véase": 17866,
+      "▁приня": 17867,
+      "stmt": 17868,
+      "▁income": 17869,
+      "MY": 17870,
+      "▁odkazy": 17871,
+      "▁Siehe": 17872,
+      "▁bodies": 17873,
+      "▁soc": 17874,
+      "Random": 17875,
+      "▁senza": 17876,
+      "ablo": 17877,
+      "▁regarded": 17878,
+      "onCreate": 17879,
+      "▁Magazine": 17880,
+      "▁Raf": 17881,
+      "▁Buenos": 17882,
+      "ил": 17883,
+      ")));": 17884,
+      "capt": 17885,
+      "redirect": 17886,
+      "▁petit": 17887,
+      "▁farm": 17888,
+      "▁rôle": 17889,
+      "▁статьи": 17890,
+      "    ": 17891,
+      "subfigure": 17892,
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+      "ziel": 17894,
+      "▁окон": 17895,
+      "EE": 17896,
+      "mee": 17897,
+      "▁perten": 17898,
+      "▁représent": 17899,
+      "▁LA": 17900,
+      "?'": 17901,
+      "▁тру": 17902,
+      "▁rational": 17903,
+      "osof": 17904,
+      "▁kne": 17905,
+      "▁artists": 17906,
+      "Flow": 17907,
+      "▁Аль": 17908,
+      "izard": 17909,
+      "▁numero": 17910,
+      "actic": 17911,
+      "▁destruct": 17912,
+      "▁Пра": 17913,
+      "onsieur": 17914,
+      "qt": 17915,
+      "abestanden": 17916,
+      "ność": 17917,
+      "Connect": 17918,
+      "▁oracle": 17919,
+      "▁Stockholm": 17920,
+      "sizeof": 17921,
+      "▁gemäß": 17922,
+      "ACT": 17923,
+      "▁expert": 17924,
+      "utions": 17925,
+      "▁hacia": 17926,
+      "▁logger": 17927,
+      "▁fool": 17928,
+      "rypto": 17929,
+      "ær": 17930,
+      "▁cidade": 17931,
+      "▁составе": 17932,
+      "oker": 17933,
+      "▁Transfer": 17934,
+      "▁denied": 17935,
+      "Track": 17936,
+      "▁radi": 17937,
+      "zec": 17938,
+      "▁Historic": 17939,
+      "▁Einwohner": 17940,
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+      "▁хра": 17942,
+      "▁Category": 17943,
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+      "▁swap": 17945,
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+      "▁dance": 17948,
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+      "▁Ressources": 17957,
+      "EGIN": 17958,
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+      "▁Cruz": 17960,
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+      "▁metres": 17963,
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+      "▁mile": 17967,
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+      "\"+": 17969,
+      "acco": 17970,
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+      "▁Fed": 17972,
+      "▁Hend": 17973,
+      "usch": 17974,
+      "itä": 17975,
+      "folk": 17976,
+      "▁absor": 17977,
+      "antal": 17978,
+      "odge": 17979,
+      "▁WHEN": 17980,
+      "▁Externí": 17981,
+      "▁Regiment": 17982,
+      "▁evaluation": 17983,
+      "▁Tai": 17984,
+      "▁vocals": 17985,
+      "▁experimental": 17986,
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+      [
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+      [
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+      [
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+      [
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+      [
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+      ],
+      [
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+        "--"
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+      [
+        "-------",
+        "---"
+      ],
+      [
+        "------",
+        "----"
+      ],
+      [
+        "-----",
+        "-----"
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+      [
+        "----",
+        "------"
+      ],
+      [
+        "---",
+        "-------"
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+      [
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+      [
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+      [
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+      [
+        "▁кон",
+        "тра"
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+        "▁Мекси",
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+        "▁за",
+        "па"
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+      [
+        "▁Mountain",
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+      [
+        "▁Mount",
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+      [
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+        "▁inv",
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+        "▁L",
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+      [
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+        "en"
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+      [
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+        "▁Nicol",
+        "a"
+      ],
+      [
+        "▁Nic",
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+      [
+        "▁Ni",
+        "cola"
+      ],
+      [
+        "▁N",
+        "icola"
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+        "▁Can",
+        "d"
+      ],
+      [
+        "▁Ca",
+        "nd"
+      ],
+      [
+        "▁C",
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+      [
+        "▁he",
+        "ading"
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+      [
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+      [
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+      [
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+      [
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+      [
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+      [
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+        "▁pau",
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+      [
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+      [
+        "X",
+        "V"
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+      [
+        "l",
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+      [
+        "ik",
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+      [
+        "i",
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+        "▁So",
+        "ny"
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+      [
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+      [
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+        "q"
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+      [
+        "ot",
+        "rop"
+      ],
+      [
+        "▁Log",
+        "ger"
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+      [
+        "▁",
+        "Logger"
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+      [
+        "▁thre",
+        "at"
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+      [
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+      [
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+      [
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+      ],
+      [
+        "зь",
+        "ко"
+      ],
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+        "▁free",
+        "ly"
+      ],
+      [
+        "▁fre",
+        "ely"
+      ],
+      [
+        "▁improvement",
+        "s"
+      ],
+      [
+        "▁improve",
+        "ments"
+      ],
+      [
+        "▁improv",
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+      ],
+      [
+        "iste",
+        "ma"
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+      [
+        "ist",
+        "ema"
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+      ],
+      [
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+        "ct"
+      ],
+      [
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+        "act"
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+      [
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+      [
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+        "s"
+      ],
+      [
+        "u",
+        "és"
+      ],
+      [
+        "rimin",
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+      [
+        "rim",
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+      ],
+      [
+        "odo",
+        "n"
+      ],
+      [
+        "od",
+        "on"
+      ],
+      [
+        "o",
+        "don"
+      ],
+      [
+        "int",
+        "endo"
+      ],
+      [
+        "▁influence",
+        "d"
+      ],
+      [
+        "▁influen",
+        "ced"
+      ],
+      [
+        "▁influ",
+        "enced"
+      ],
+      [
+        "FF",
+        "ER"
+      ],
+      [
+        "▁Gh",
+        "ost"
+      ],
+      [
+        "▁G",
+        "host"
+      ],
+      [
+        "▁сов",
+        "ер"
+      ],
+      [
+        "▁со",
+        "вер"
+      ],
+      [
+        "na",
+        "d"
+      ],
+      [
+        "n",
+        "ad"
+      ],
+      [
+        "ione",
+        "d"
+      ],
+      [
+        "ion",
+        "ed"
+      ],
+      [
+        "io",
+        "ned"
+      ],
+      [
+        "i",
+        "oned"
+      ],
+      [
+        "▁Event",
+        "s"
+      ],
+      [
+        "▁Even",
+        "ts"
+      ],
+      [
+        "▁Ev",
+        "ents"
+      ],
+      [
+        "▁",
+        "Events"
+      ],
+      [
+        "▁wrap",
+        "ping"
+      ],
+      [
+        "▁wra",
+        "pping"
+      ],
+      [
+        "▁wr",
+        "apping"
+      ],
+      [
+        "--------",
+        "-+"
+      ],
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+}
\ No newline at end of file
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/tokenizer.model b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/tokenizer.model
new file mode 100644
index 0000000000000000000000000000000000000000..6c00c742ce03c627d6cd5b795984876fa49fa899
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/tokenizer.model
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
+size 499723
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/tokenizer_config.json b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e78f1f45b518360ff2542b6a0c288227d05a8b8
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/tokenizer_config.json
@@ -0,0 +1,80052 @@
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diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/training_args.bin b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/adapter/training_args.bin
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diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.json b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.json
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+{
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+        "0": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "1": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
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+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "3": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 86 (0.28) and the sharp drop at index 87 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 86 (0.28) and the sharp drop at index 87 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected environmental sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected environmental sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "6": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "7": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows a gradual increase and stabilization, but starting around index 74, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58, -1.62). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The sharp drop and subsequent recovery suggest a significant disruption in the ECG signal, which could indicate a healthcare-related anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows a gradual increase and stabilization, but starting around index 74, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58, -1.62). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The sharp drop and subsequent recovery suggest a significant disruption in the ECG signal, which could indicate a healthcare-related anomaly.\nActionID: 12"
+        },
+        "8": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "9": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a nonlinear pattern. However, the sequence stabilizes into a fluctuating pattern with no significant disruptions or irregularities. The overall behavior does not deviate from a normal machine-system operation.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a nonlinear pattern. However, the sequence stabilizes into a fluctuating pattern with no significant disruptions or irregularities. The overall behavior does not deviate from a normal machine-system operation.\nActionID: 0"
+        },
+        "10": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.25, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.25, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "11": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "12": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "13": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "14": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.32, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.32, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1."
+        },
+        "15": {
+            "Thought": "The sequence contains multiple anomalies. At index 11 and 12, the values 26.42 and 26.44 are extreme outliers compared to the surrounding data, indicating amplitude anomalies. Additionally, the repeated value 26.44 at index 12 disrupts the normal fluctuation pattern. These anomalies are indicative of sensor malfunctions or environmental changes in the domain of Environment-Sensor.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains multiple anomalies. At index 11 and 12, the values 26.42 and 26.44 are extreme outliers compared to the surrounding data, indicating amplitude anomalies. Additionally, the repeated value 26.44 at index 12 disrupts the normal fluctuation pattern. These anomalies are indicative of sensor malfunctions or environmental changes in the domain of Environment-Sensor.\nActionID: 6"
+        },
+        "16": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregular transitions between positive and negative values, and the amplitude of the peaks and troughs does not follow a consistent pattern. This indicates a disruption in the original periodic pattern.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregular transitions between positive and negative values, and the amplitude of the peaks and troughs does not follow a consistent pattern. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+        },
+        "17": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "18": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "19": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "20": {
+            "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or disruptions that would indicate an anomaly. The sequence remains within expected bounds for a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or disruptions that would indicate an anomaly. The sequence remains within expected bounds for a normal ECG signal.\nActionID: 0"
+        },
+        "21": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 68, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 68, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom"
+        },
+        "22": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "23": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "24": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "25": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "26": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 3, where the value (-120.5) is drastically different from the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 3, where the value (-120.5) is drastically different from the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.\nActionID: 4"
+        },
+        "27": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 13 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "28": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "29": {
+            "Thought": "The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (e.g., 47.15, 50.1, 53.85, 55.85). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (e.g., 47.15, 50.1, 53.85, 55.85). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "30": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "31": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "32": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "33": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.22) and a subsequent extreme drop at index 92 (value -1.28), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.22) and a subsequent extreme drop at index 92 (value -1.28), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "34": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.06, 1.48, 1.88, 2.08, 2.38) starting around index 112, which deviates from the earlier trend, indicating",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.06, 1.48, 1.88, 2.08, 2.38) starting around index 112, which deviates from the earlier trend, indicating"
+        },
+        "35": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 12.0 and ending at 6.0. This indicates a systematic deviation from the original level, suggesting a long-term drift in the data. The sequence does not return to its original range, confirming a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 12.0 and ending at 6.0. This indicates a systematic deviation from the original level, suggesting a long-term drift in the data. The sequence does not return to its original range, confirming a Drift Anomaly.\nActionID: 11"
+        },
+        "36": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "37": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "38": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 27 (value 0.24) and a significant drop at index 28 (value -0.24). This is followed by a sharp drop to -0.5 at index 29 and a further drop to -1.0 at index 30, indicating a sudden and extreme deviation from the normal range. The sequence then recovers and stabilizes, but the sharp drop and recovery suggest a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 27 (value 0.24) and a significant drop at index 28 (value -0.24). This is followed by a sharp drop to -0.5 at index 29 and a further drop to -1.0 at index 30, indicating a sudden and extreme deviation from the normal range. The sequence then recovers and stabilizes, but the sharp drop and recovery suggest a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "39": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "40": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "41": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "42": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "43": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "44": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 21, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "45": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 16, there is a significant upward shift in the values, with a new range forming around 40-50. This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 16, there is a significant upward shift in the values, with a new range forming around 40-50. This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a change point anomaly.\nActionID: 4"
+        },
+        "46": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.22, 0.52, 0.82, 1.0, 1.32, 1.56, 1.78, 2.01), followed by a gradual downward drift (e.g., -0.05, -0.1, -0.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.22, 0.52, 0.82, 1.0, 1.32, 1.56, 1.78, 2.01), followed by a gradual downward drift (e.g., -0.05, -0.1, -0."
+        },
+        "47": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern starting around index 25, with values increasing exponentially before stabilizing and then fluctuating. This indicates a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern, which dominates the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern starting around index 25, with values increasing exponentially before stabilizing and then fluctuating. This indicates a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern, which dominates the sequence.\nActionID: 14"
+        },
+        "48": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 15, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "49": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.\nActionID: 11"
+        },
+        "50": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "51": {
+            "Thought": "The sequence exhibits irregular fluctuations with no clear periodicity or trend, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain within a reasonable range for a time series from the domain of Twitter-Ticker_Symbol, suggesting no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits irregular fluctuations with no clear periodicity or trend, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain within a reasonable range for a time series from the domain of Twitter-Ticker_Symbol, suggesting no anomalies.\nActionID: 0"
+        },
+        "52": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "53": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "54": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "55": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. Initially, there is a sharp decline followed by a recovery, and then the sequence transitions into a highly erratic pattern with no consistent trend or periodicity. This behavior deviates from any linear or predictable pattern, indicating a nonlinear anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. Initially, there is a sharp decline followed by a recovery, and then the sequence transitions into a highly erratic pattern with no consistent trend or periodicity. This behavior deviates from any linear or predictable pattern, indicating a nonlinear anomaly.\nActionID: 14"
+        },
+        "56": {
+            "Thought": "The time series exhibits a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and oscillation. This gradual deviation from the normal level of fluctuation indicates a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and oscillation. This gradual deviation from the normal level of fluctuation indicates a drift anomaly.\nActionID: 11"
+        },
+        "57": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "58": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-2279.38) deviates sharply from the surrounding values, which are in the range of approximately -2500 to -2700. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-2279.38) deviates sharply from the surrounding values, which are in the range of approximately -2500 to -2700. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "59": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "60": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "61": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 33 (-1.38) and index 34 (-1.59), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 33 to 37 and the sharp positive spike at index 97 (0.53). These patterns suggest a combination of sudden spike anomalies and continuous segment anomalies. However, the most prominent anomaly is the sudden spike at index 33 and 34.\nAction",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 33 (-1.38) and index 34 (-1.59), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 33 to 37 and the sharp positive spike at index 97 (0.53). These patterns suggest a combination of sudden spike anomalies and continuous segment anomalies. However, the most prominent anomaly is the sudden spike at index 33 and 34.\nAction"
+        },
+        "62": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "63": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "64": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "65": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 16, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 16, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "66": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "67": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "68": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.3. However, starting at index 10, there is a sudden and significant increase in values, peaking at 5.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.3. However, starting at index 10, there is a sudden and significant increase in values, peaking at 5.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+        },
+        "69": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "70": {
+            "Thought": "The time series exhibits a sudden and significant drop in values starting at index 10, where the sequence transitions from a relatively stable range (around 1200-1300) to a much lower range (around 900-1000). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the traffic flow.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values starting at index 10, where the sequence transitions from a relatively stable range (around 1200-1300) to a much lower range (around 900-1000). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the traffic flow.\nActionID: 4"
+        },
+        "71": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 33, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in behavior.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 33, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in behavior.\nActionID: 4"
+        },
+        "72": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "73": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "74": {
+            "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "75": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "76": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "77": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "78": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 83 (-1.08) and index 84 (-1.21), which significantly deviates from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. Such behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 83 (-1.08) and index 84 (-1.21), which significantly deviates from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. Such behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "79": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "80": {
+            "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.\nActionID: 4"
+        },
+        "81": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 40 onward, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 40 onward, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern.\nActionID: 14"
+        },
+        "82": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1977.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1977.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.\nActionID: 1"
+        },
+        "83": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "84": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "85": {
+            "Thought": "The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a significant and abrupt drop in values starting at index 16, where the sequence stabilizes at a lower range (approximately 110-120). This indicates a sudden and sustained change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a significant and abrupt drop in values starting at index 16, where the sequence stabilizes at a lower range (approximately 110-120). This indicates a sudden and sustained change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "86": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 87 (-1.18) and index 88 (-1.38), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 87 (-1.18) and index 88 (-1.38), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "87": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to -0.58 and -0.78, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to -0.58 and -0.78, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern"
+        },
+        "88": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "89": {
+            "Thought": "The time series exhibits a nonlinear pattern with a sudden and significant deviation from the expected trend. Initially, the values fluctuate within a certain range, but starting around index 16, the sequence transitions into a sharp downward trend, followed by a recovery and then a nonlinear upward trend. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with a sudden and significant deviation from the expected trend. Initially, the values fluctuate within a certain range, but starting around index 16, the sequence transitions into a sharp downward trend, followed by a recovery and then a nonlinear upward trend. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "90": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.58 to -1.11), followed by a recovery to a stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.22), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.58 to -1.11), followed by a recovery to a stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.22), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the"
+        },
+        "91": {
+            "Thought": "The sequence exhibits multiple anomalies. There are repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, there are segments where the values deviate significantly from the expected range, such as the sudden drop to 0.0 and subsequent recovery, which suggests a Continuous Segment Anomaly. The overall pattern also shows irregularities in amplitude and distribution, but the most prominent anomaly is the repeated values.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. There are repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, there are segments where the values deviate significantly from the expected range, such as the sudden drop to 0.0 and subsequent recovery, which suggests a Continuous Segment Anomaly. The overall pattern also shows irregularities in amplitude and distribution, but the most prominent anomaly is the repeated values.\nActionID: 9"
+        },
+        "92": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of decline and stabilization. This indicates a disruption in the expected pattern, suggesting a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of decline and stabilization. This indicates a disruption in the expected pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "93": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a combination of sudden spikes and abrupt",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a combination of sudden spikes and abrupt",
+            "ParseError": "unrecognized_action_id"
+        },
+        "94": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp and nonlinear increase in values, peaking at index 23. This is followed by a nonlinear decrease and fluctuation, with values eventually stabilizing at a lower range. The sequence does not follow a consistent linear or periodic pattern, indicating a nonlinear behavior.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp and nonlinear increase in values, peaking at index 23. This is followed by a nonlinear decrease and fluctuation, with values eventually stabilizing at a lower range. The sequence does not follow a consistent linear or periodic pattern, indicating a nonlinear behavior.\nActionID: 14"
+        },
+        "95": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.32, 3.68, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.32, 3.68, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward"
+        },
+        "96": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a rapid recovery and subsequent large fluctuations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. The extreme drop and recovery are indicative of a disruption in the ECG signal, which could correspond to an abnormal event in the healthcare domain.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a rapid recovery and subsequent large fluctuations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. The extreme drop and recovery are indicative of a disruption in the ECG signal, which could correspond to an abnormal event in the healthcare domain.\nActionID: 12"
+        },
+        "97": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.86, 1.08, 1.32, 1.52, 1.76, 2.02), which",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.86, 1.08, 1.32, 1.52, 1.76, 2.02), which"
+        },
+        "98": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+        },
+        "99": {
+            "Thought": "The sequence exhibits a sudden spike at index 30 (value 0.14) and index 31 (value 0.16), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the otherwise stable pattern of the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 30 (value 0.14) and index 31 (value 0.16), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the otherwise stable pattern of the sequence.\nActionID: 12"
+        },
+        "100": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "101": {
+            "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.\nActionID: 4"
+        },
+        "102": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Finally, the sequence transitions into a gradual upward drift starting around index 54, indicating a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disruptions in the ECG signal",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Finally, the sequence transitions into a gradual upward drift starting around index 54, indicating a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disruptions in the ECG signal"
+        },
+        "103": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "104": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "105": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "107": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is consistent over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is consistent over time.\nActionID: 11"
+        },
+        "108": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "109": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "110": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (from 1433.0 to 1279.0), followed by a sharp increase at index 17 (from 1279.0 to 1433.0). This abrupt change in the statistical properties, such as the mean and variance, indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (from 1433.0 to 1279.0), followed by a sharp increase at index 17 (from 1279.0 to 1433.0). This abrupt change in the statistical properties, such as the mean and variance, indicates a change point anomaly.\nActionID: 4"
+        },
+        "111": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there is a sudden spike and drop, with values deviating significantly from the flatline pattern. This combination of a flatline and a sudden spike suggests a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the dominant anomaly in this context.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there is a sudden spike and drop, with values deviating significantly from the flatline pattern. This combination of a flatline and a sudden spike suggests a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the dominant anomaly in this context.\nActionID: 10"
+        },
+        "112": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -1.08, -0.89) and then gradually returns to a more stable range. This abrupt change in the statistical properties of the sequence indicates a clear disruption in the pattern. Given the domain of Healthcare-ECG, this could represent a sudden and extreme event in the ECG signal, such as a sharp drop in voltage or a transient artifact.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -1.08, -0.89) and then gradually returns to a more stable range. This abrupt change in the statistical properties of the sequence indicates a clear disruption in the pattern. Given the domain of Healthcare-ECG, this could represent a sudden and extreme event in the ECG signal, such as a sharp drop in voltage or a transient artifact.\nActionID: 4"
+        },
+        "113": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "114": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 40, peaking at index 50, and then transitioning into a steep decline. This indicates a significant change in the long-term trend of the sequence, with a clear disruption in the overall trajectory.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 40, peaking at index 50, and then transitioning into a steep decline. This indicates a significant change in the long-term trend of the sequence, with a clear disruption in the overall trajectory.\nActionID: 3"
+        },
+        "115": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0",
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0",
+            "ParseError": "unrecognized_action_id"
+        },
+        "116": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 3, where the value (-120.5) is drastically different from the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 3, where the value (-120.5) is drastically different from the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.\nActionID: 4"
+        },
+        "117": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.22). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.64, 0.72, 0.84, 0.92, 1.08, 1.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.22). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.64, 0.72, 0.84, 0.92, 1.08, 1."
+        },
+        "118": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in the amplitude of the data points.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in the amplitude of the data points.\nActionID: 6"
+        },
+        "119": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 92 (value 0.52), followed by a sharp drop to -0.4 and -0.66, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could also suggest a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike and drop.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 92 (value 0.52), followed by a sharp drop to -0.4 and -0.66, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could also suggest a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+        },
+        "120": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 5 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 5 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "121": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a sharp drop around index 10, reaching a minimum at index 13. Afterward, the sequence exhibits a recovery and stabilizes with fluctuations around a new level. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sharp drop around index 10, reaching a minimum at index 13. Afterward, the sequence exhibits a recovery and stabilizes with fluctuations around a new level. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.\nActionID: 3"
+        },
+        "122": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 66-70, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.2, -0.92, -0.87, -0.76). This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence returns to a more stable range afterward, further emphasizing the abruptness of the change. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 66-70, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.2, -0.92, -0.87, -0.76). This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence returns to a more stable range afterward, further emphasizing the abruptness of the change. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "123": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "124": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.04, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.04, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike."
+        },
+        "125": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "126": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+        },
+        "127": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 8 to 11, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.23, -0.92, -0.78). This abrupt change disrupts the statistical properties of the sequence, indicating a potential anomaly in the ECG signal. Additionally, the sequence later returns to a more stable range, suggesting a localized disruption. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 8 to 11, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.23, -0.92, -0.78). This abrupt change disrupts the statistical properties of the sequence, indicating a potential anomaly in the ECG signal. Additionally, the sequence later returns to a more stable range, suggesting a localized disruption. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "128": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "129": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.68,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.68,"
+        },
+        "130": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "131": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 59 (value 50.21), which deviates sharply from the surrounding values that generally range between 33 and 42. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 59 (value 50.21), which deviates sharply from the surrounding values that generally range between 33 and 42. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "132": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-1.28) and index 13 (-1.51), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.21), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The sequence also shows nonlinear growth in certain segments, deviating from the original pattern. Given the healthcare",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-1.28) and index 13 (-1.51), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.21), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The sequence also shows nonlinear growth in certain segments, deviating from the original pattern. Given the healthcare"
+        },
+        "133": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.48, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal fluctuation.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.48, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal fluctuation.\nActionID: 12"
+        },
+        "134": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 47, there is a sudden flatline of zeros, followed by a segment of negative values. This indicates a combination of a Sudden Flatline Anomaly and a Continuous Segment Anomaly. Additionally, the sequence transitions into a highly negative range (e.g., -1.0, -1.38, -1.56) and then gradually returns to a positive range, suggesting a Drift Anomaly. The overall pattern is highly irregular and deviates significantly from the expected behavior.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 47, there is a sudden flatline of zeros, followed by a segment of negative values. This indicates a combination of a Sudden Flatline Anomaly and a Continuous Segment Anomaly. Additionally, the sequence transitions into a highly negative range (e.g., -1.0, -1.38, -1.56) and then gradually returns to a positive range, suggesting a Drift Anomaly. The overall pattern is highly irregular and deviates significantly from the expected behavior.\nActionID: 11"
+        },
+        "135": {
+            "Thought": "The time series exhibits a periodic pattern with alternating positive and negative values, but there are disruptions in the periodicity. For example, the sequence transitions from a positive trend to a negative trend at index 10, and the amplitude of the negative values decreases over time, indicating a disruption in the original periodic pattern. This suggests a periodic change anomaly.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with alternating positive and negative values, but there are disruptions in the periodicity. For example, the sequence transitions from a positive trend to a negative trend at index 10, and the amplitude of the negative values decreases over time, indicating a disruption in the original periodic pattern. This suggests a periodic change anomaly.\nActionID: 2"
+        },
+        "136": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "137": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 16 (-1.38) and index 17 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 86 (1.02) and peaking at index 90 (2.11), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 16 (-1.38) and index 17 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 86 (1.02) and peaking at index 90 (2.11), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non"
+        },
+        "138": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 20, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which is indicative of a Sudden Spike Anomaly. Additionally, starting from index 87, there is a significant upward drift in values (e.g., 1.0, 1.46, 1.92, 2.11, 2.41), followed by a gradual return to lower values, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic fluctuations.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 20, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which is indicative of a Sudden Spike Anomaly. Additionally, starting from index 87, there is a significant upward drift in values (e.g., 1.0, 1.46, 1.92, 2.11, 2.41), followed by a gradual return to lower values, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic fluctuations.\nActionID:"
+        },
+        "139": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 41, there is a sudden and significant increase in values, peaking at 5.5. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 41, there is a sudden and significant increase in values, peaking at 5.5. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "140": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1237.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1237.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "141": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "142": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.42) followed by a sharp drop to -0.48 and -0.64, indicating sudden spikes and drops. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18,",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.42) followed by a sharp drop to -0.48 and -0.64, indicating sudden spikes and drops. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18,",
+            "ParseError": "unrecognized_action_id"
+        },
+        "143": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 30, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 46, there is an extreme outlier (-1.0), followed by a significant drop to -1.01 and -1.02, indicating a sudden and extreme deviation from the normal range. This is followed by a recovery to positive values, but the sequence remains highly irregular. The presence of these",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 30, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 46, there is an extreme outlier (-1.0), followed by a significant drop to -1.01 and -1.02, indicating a sudden and extreme deviation from the normal range. This is followed by a recovery to positive values, but the sequence remains highly irregular. The presence of these",
+            "ParseError": "unrecognized_action_id"
+        },
+        "144": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1238.39) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1238.39) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "145": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 10.0, 10.0, 10.0) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. These repeated values appear in clusters and are not consistent with the expected variability of the sequence.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 10.0, 10.0, 10.0) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. These repeated values appear in clusters and are not consistent with the expected variability of the sequence.\nActionID: 9"
+        },
+        "146": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "147": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "148": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 24 (value 1535.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 24 (value 1535.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "149": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "150": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "151": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 84, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 84, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "152": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations that resemble a normal ECG signal, with no significant deviations, disruptions, or anomalies. The values remain within expected bounds for an ECG signal, and there are no abrupt changes, spikes, or flatlines. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations that resemble a normal ECG signal, with no significant deviations, disruptions, or anomalies. The values remain within expected bounds for an ECG signal, and there are no abrupt changes, spikes, or flatlines. This is a normal sequence.\nActionID: 0"
+        },
+        "153": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,"
+        },
+        "154": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "155": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "156": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 49, where the values jump from the range of approximately 120-130 to much higher values (e.g., 153.8, 163.8, 165.8, 170.8, 173.8, 176.8, 180.8, 183.8). This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 49, where the values jump from the range of approximately 120-130 to much higher values (e.g., 153.8, 163.8, 165.8, 170.8, 173.8, 176.8, 180.8, 183.8). This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series.\nActionID: 4"
+        },
+        "157": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 17, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 17, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "158": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.\nActionID: 11"
+        },
+        "159": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "160": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.7, 2.72, 3.41) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.7, 2.72, 3.41) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "161": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+        },
+        "162": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the long-term trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the long-term trajectory of the time series.\nActionID: 3"
+        },
+        "163": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.96, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.96, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a"
+        },
+        "164": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "165": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "166": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "167": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+        },
+        "168": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 59 (-1.28) and index 60 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 59 to 63, suggesting a continuous segment anomaly. However, the most prominent anomaly is the sudden spike at indices 59 and 60.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 59 (-1.28) and index 60 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 59 to 63, suggesting a continuous segment anomaly. However, the most prominent anomaly is the sudden spike at indices 59 and 60.\nActionID: 12"
+        },
+        "169": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 33, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 33, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "170": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 153.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 153.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "171": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "172": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden and significant deviation into negative values starting at index 16. This abrupt transition disrupts the flatline pattern and introduces a new fluctuating pattern with negative values. The flatline behavior is then restored intermittently, but the overall pattern is dominated by the abrupt transition to negative values. This indicates a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden and significant deviation into negative values starting at index 16. This abrupt transition disrupts the flatline pattern and introduces a new fluctuating pattern with negative values. The flatline behavior is then restored intermittently, but the overall pattern is dominated by the abrupt transition to negative values. This indicates a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "173": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.\nActionID: 1"
+        },
+        "174": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "175": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 23 (-1437.98), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23 (-1437.98), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "176": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "177": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.68) starting around index 96, which deviates from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.68) starting around index 96, which deviates from the earlier trend, indicating a Non"
+        },
+        "178": {
+            "Thought": "The sequence exhibits intermittent flatline segments of 0.0 interspersed with normal fluctuations, disrupting the expected pattern. These flatline segments appear sporadically and are not part of the normal behavior of the sensor data. This indicates a sudden loss of signal or sensor malfunction.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent flatline segments of 0.0 interspersed with normal fluctuations, disrupting the expected pattern. These flatline segments appear sporadically and are not part of the normal behavior of the sensor data. This indicates a sudden loss of signal or sensor malfunction.\nActionID: 10"
+        },
+        "179": {
+            "Thought": "The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 11-13 and 23-25) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal sensor readings, indicating a disruption in the expected behavior of the sensor. This pattern suggests repeated occurrences of flatline behavior.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 11-13 and 23-25) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal sensor readings, indicating a disruption in the expected behavior of the sensor. This pattern suggests repeated occurrences of flatline behavior.\nActionID: 9"
+        },
+        "180": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.9, 3.61, 4.21), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.12 to -1.18), which is indic",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.9, 3.61, 4.21), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.12 to -1.18), which is indic"
+        },
+        "181": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a predictable and smooth trend, consistent with a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a predictable and smooth trend, consistent with a normal sequence.\nActionID: 0"
+        },
+        "182": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows normal fluctuations, but starting around index 16, there is a sudden drop in values, followed by a prolonged flatline of zeros (index 20 to 23). Subsequently, there is a sharp increase in values (index 24 to 27), followed by a return to normal fluctuations. The flatline and the sharp increase indicate a combination of Sudden Flatline Anomaly and Sudden Spike Anomaly. Additionally, the overall pattern of the sequence changes significantly, suggesting a Pattern Change Anomaly.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows normal fluctuations, but starting around index 16, there is a sudden drop in values, followed by a prolonged flatline of zeros (index 20 to 23). Subsequently, there is a sharp increase in values (index 24 to 27), followed by a return to normal fluctuations. The flatline and the sharp increase indicate a combination of Sudden Flatline Anomaly and Sudden Spike Anomaly. Additionally, the overall pattern of the sequence changes significantly, suggesting a Pattern Change Anomaly.\nActionID: 7"
+        },
+        "183": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "184": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "185": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "186": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 24 (value 136.01), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 24 (value 136.01), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+        },
+        "187": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "188": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 76-79, where the sequence drops sharply to -1.11, -1.41, -1.0, and -0.62, compared to the surrounding values that are relatively stable and within a smaller range. This sharp drop is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 76-79, where the sequence drops sharply to -1.11, -1.41, -1.0, and -0.62, compared to the surrounding values that are relatively stable and within a smaller range. This sharp drop is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "189": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 40 onward, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 40 onward, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern.\nActionID: 14"
+        },
+        "190": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 120-130. However, starting at index 19, there is a significant upward shift in the values, with a new range forming around 140-160. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 120-130. However, starting at index 19, there is a significant upward shift in the values, with a new range forming around 140-160. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "191": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend with periodic rises and falls, indicating normal behavior for the given domain of Server-YAHOO.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend with periodic rises and falls, indicating normal behavior for the given domain of Server-YAHOO.\nActionID: 0"
+        },
+        "192": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "193": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "194": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "195": {
+            "Thought": "The sequence exhibits a sudden spike at index 10 (value 0.24) and index 11 (value 0.26), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 10 (value 0.24) and index 11 (value 0.26), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+        },
+        "196": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "197": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,"
+        },
+        "198": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "199": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "200": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+        },
+        "201": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 39, there is a significant and sustained increase in values, with a new range forming around 40-46. This indicates a sudden shift in the statistical properties, such as the mean and variance, of the sequence. This abrupt change suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 39, there is a significant and sustained increase in values, with a new range forming around 40-46. This indicates a sudden shift in the statistical properties, such as the mean and variance, of the sequence. This abrupt change suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "202": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize at a lower level, indicating a potential drift or a change in the long-term trend. This suggests a significant shift in the overall trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize at a lower level, indicating a potential drift or a change in the long-term trend. This suggests a significant shift in the overall trajectory of the time series.\nActionID: 3"
+        },
+        "203": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "204": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 23 (value 0.53) followed by a sharp drop at index 24 (value -0.48) and index 25 (value -0.78), which disrupts the normal fluctuation pattern. Additionally, there is a significant drift in the latter part of the sequence, starting around index 90, where the values gradually increase to a peak (e.g., 1.21 at index 97) and then decrease, deviating from the earlier range. This indicates a combination of sudden spikes and a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 23 (value 0.53) followed by a sharp drop at index 24 (value -0.48) and index 25 (value -0.78), which disrupts the normal fluctuation pattern. Additionally, there is a significant drift in the latter part of the sequence, starting around index 90, where the values gradually increase to a peak (e.g., 1.21 at index 97) and then decrease, deviating from the earlier range. This indicates a combination of sudden spikes and a drift anomaly.\nActionID: 11"
+        },
+        "205": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "206": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 22 (value 136.01), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 22 (value 136.01), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "207": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 23 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 23 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+        },
+        "208": {
+            "Thought": "The entire sequence is a flatline of zeros with no fluctuations or variations, indicating a complete loss of normal activity or signal. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The entire sequence is a flatline of zeros with no fluctuations or variations, indicating a complete loss of normal activity or signal. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "209": {
+            "Thought": "The value 50.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 32 and 38. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 32 and 38. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "210": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 4.26, followed by a sharp decline starting at index 16, reaching a low point around 2.9. After this, the sequence stabilizes into a fluctuating pattern with smaller variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 4.26, followed by a sharp decline starting at index 16, reaching a low point around 2.9. After this, the sequence stabilizes into a fluctuating pattern with smaller variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "211": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "212": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 6.9 and eventually stabilizing near 5.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 6.9 and eventually stabilizing near 5.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "213": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.38) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp increase at index 96 (1.09) and subsequent fluctuations, but the most prominent anomaly is the sudden spike. This type of anomaly is critical in the context of ECG data, as it may indicate a significant disruption in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.38) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp increase at index 96 (1.09) and subsequent fluctuations, but the most prominent anomaly is the sudden spike. This type of anomaly is critical in the context of ECG data, as it may indicate a significant disruption in the signal.\nActionID: 12"
+        },
+        "214": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 27), abrupt drops (e.g., -10.0 at index 28), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and amplitude anomalies. However, the most prominent feature is the sudden spike at index 27, which stands out as a clear anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 27), abrupt drops (e.g., -10.0 at index 28), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and amplitude anomalies. However, the most prominent feature is the sudden spike at index 27, which stands out as a clear anomaly.\nActionID: 12"
+        },
+        "215": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "216": {
+            "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 17 and 13.0 at index 20), abrupt drops (e.g., 0.0 at index 16), and inconsistent fluctuations. These anomalies disrupt the normal pattern of the time series, indicating a combination of sudden spikes and sparse anomalies. However, the most prominent feature is the sudden spikes that stand out significantly from the surrounding values.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 17 and 13.0 at index 20), abrupt drops (e.g., 0.0 at index 16), and inconsistent fluctuations. These anomalies disrupt the normal pattern of the time series, indicating a combination of sudden spikes and sparse anomalies. However, the most prominent feature is the sudden spikes that stand out significantly from the surrounding values.\nActionID: 12"
+        },
+        "217": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "218": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -1.21), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.2 to 2.51), followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence transitions into a downward trend with irregular fluctuations, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrh",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -1.21), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.2 to 2.51), followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence transitions into a downward trend with irregular fluctuations, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrh"
+        },
+        "219": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.4, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.4, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "220": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around indices 63 to 66, where the values plummet to -1.28, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around indices 63 to 66, where the values plummet to -1.28, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "221": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.21, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.21, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "222": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.51 to -0.74), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.6 to 2.84) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes, nonlinear growth, and potential distributional changes. The nonlinear growth and subsequent decay are particularly indicative of a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.51 to -0.74), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.6 to 2.84) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes, nonlinear growth, and potential distributional changes. The nonlinear growth and subsequent decay are particularly indicative of a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "223": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.22, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.22, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "224": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 34, there is a gradual and consistent downward drift in values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 34, there is a gradual and consistent downward drift in values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "225": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "226": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "227": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a progressive deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a progressive deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "228": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "229": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "230": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.11, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.11, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "231": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "232": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "233": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. This is indicative of a Sudden Spike Anomaly. Additionally, there are segments where the values deviate significantly from the baseline, such as the continuous negative trend from index 50 to 60, which suggests a Continuous Segment Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior. This indicates a Nonlinear Pattern Anomaly. Given the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. This is indicative of a Sudden Spike Anomaly. Additionally, there are segments where the values deviate significantly from the baseline, such as the continuous negative trend from index 50 to 60, which suggests a Continuous Segment Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior. This indicates a Nonlinear Pattern Anomaly. Given the"
+        },
+        "234": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.42), followed by a sharp drop to -0.48 and -0.64, which further disrupts the sequence. These extreme deviations suggest an",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.42), followed by a sharp drop to -0.48 and -0.64, which further disrupts the sequence. These extreme deviations suggest an"
+        },
+        "235": {
+            "Thought": "The sequence exhibits a sudden and significant spike in values at indices 48-50 (1.0, 1.0, 1.0), which deviate sharply from the surrounding values that generally range between 0.05 and 0.1. This disruption is temporary, as the sequence returns to its normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values at indices 48-50 (1.0, 1.0, 1.0), which deviate sharply from the surrounding values that generally range between 0.05 and 0.1. This disruption is temporary, as the sequence returns to its normal range immediately after.\nActionID: 12"
+        },
+        "236": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.11, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.06), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.11, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.06), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "237": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -0"
+        },
+        "238": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.66, 1.0, 1.42, 1.68, 1.96, 2.11) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behaviors suggest",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.66, 1.0, 1.42, 1.68, 1.96, 2.11) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behaviors suggest"
+        },
+        "239": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 68, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.72, -0.73) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows some irregular fluctuations in the later part, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 68, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.72, -0.73) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows some irregular fluctuations in the later part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "240": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series, suggesting a shift in the overall trend.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series, suggesting a shift in the overall trend.\nActionID: 3"
+        },
+        "241": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An"
+        },
+        "242": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 12 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 12 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "243": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "244": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "245": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "246": {
+            "Thought": "The sequence exhibits a sudden spike at index 10 (value 10.0), which significantly deviates from the surrounding values that generally range between 6.0 and 7.5. This spike disrupts the normal fluctuation pattern but returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 10 (value 10.0), which significantly deviates from the surrounding values that generally range between 6.0 and 7.5. This spike disrupts the normal fluctuation pattern but returns to the normal range immediately after.\nActionID: 12"
+        },
+        "247": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "248": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 93, where the value drops sharply to -1.05 and then further to -1.33, followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 93, where the value drops sharply to -1.05 and then further to -1.33, followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+        },
+        "249": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "250": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+        },
+        "251": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "252": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "253": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "254": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "255": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 85, there is a significant upward drift in values, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 85-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 85, there is a significant upward drift in values, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 85-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "256": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "257": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities"
+        },
+        "258": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+        },
+        "259": {
+            "Thought": "The value 12652.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 12652.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+        },
+        "260": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 2.92, 3.72) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 2.92, 3.72) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "261": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.66, -0.65, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, potentially indicating an abnormal cardiac event.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.66, -0.65, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, potentially indicating an abnormal cardiac event.\nActionID: 12"
+        },
+        "262": {
+            "Thought": "The time series exhibits a sudden and extreme spike at index 76 (value 0.66), followed by a sharp drop to -0.4 and -0.66, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to the baseline. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme spike at index 76 (value 0.66), followed by a sharp drop to -0.4 and -0.66, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to the baseline. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "263": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "264": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+        },
+        "265": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 57, there is a significant spike (0.72) followed by a sharp drop (-0.78 and -1.21), which disrupts the normal pattern. Additionally, the sequence later shows a nonlinear growth pattern (e.g., values like 0.7, 1.0, 1.32, 1.52) and then transitions into a gradual decline. These characteristics suggest a combination of sudden",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 57, there is a significant spike (0.72) followed by a sharp drop (-0.78 and -1.21), which disrupts the normal pattern. Additionally, the sequence later shows a nonlinear growth pattern (e.g., values like 0.7, 1.0, 1.32, 1.52) and then transitions into a gradual decline. These characteristics suggest a combination of sudden",
+            "ParseError": "unrecognized_action_id"
+        },
+        "266": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a nonlinear pattern. However, the sequence stabilizes into a consistent range with minor fluctuations, suggesting that the nonlinear behavior is temporary and does not persist. This is consistent with a nonlinear pattern anomaly, where the sequence exhibits a temporary deviation from its expected behavior.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a nonlinear pattern. However, the sequence stabilizes into a consistent range with minor fluctuations, suggesting that the nonlinear behavior is temporary and does not persist. This is consistent with a nonlinear pattern anomaly, where the sequence exhibits a temporary deviation from its expected behavior.\nActionID: 14"
+        },
+        "267": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16, -0.18). This indicates a Sudden Spike Anomaly. Additionally, at index 87, there is a significant nonlinear increase in values (0.62, 1.32, 1.68, 2.06, 2.21), followed by a return to a decreasing trend, which suggests a Nonlinear Pattern Anomaly. The sequence",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16, -0.18). This indicates a Sudden Spike Anomaly. Additionally, at index 87, there is a significant nonlinear increase in values (0.62, 1.32, 1.68, 2.06, 2.21), followed by a return to a decreasing trend, which suggests a Nonlinear Pattern Anomaly. The sequence"
+        },
+        "268": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "269": {
+            "Thought": "The value 50.2 at index 47 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 33-36. This isolated spike disrupts the normal pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 47 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 33-36. This isolated spike disrupts the normal pattern of the sequence.\nActionID: 1"
+        },
+        "270": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 15, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 15, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "271": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden drops (e.g., -1.0, -1.1, -1.2, -1.3) and spikes (e.g., 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3.0), which deviate significantly from the",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden drops (e.g., -1.0, -1.1, -1.2, -1.3) and spikes (e.g., 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3.0), which deviate significantly from the"
+        },
+        "272": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "273": {
+            "Thought": "The sequence initially exhibits a stable pattern with minor fluctuations around 3.0, but starting at index 16, there is a noticeable upward drift in the values, peaking at 3.36. This is followed by a gradual return to the original range, indicating a temporary deviation from the normal level. This behavior suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with minor fluctuations around 3.0, but starting at index 16, there is a noticeable upward drift in the values, peaking at 3.36. This is followed by a gradual return to the original range, indicating a temporary deviation from the normal level. This behavior suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "274": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.31, followed by a significant drop to -0.78 and -0.83. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.31, followed by a significant drop to -0.78 and -0.83. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+        },
+        "275": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "276": {
+            "Thought": "The sequence exhibits a sudden spike at index 30 (value 0.2), which deviates significantly from the surrounding values that generally range between 0.02 and 0.06. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 30 (value 0.2), which deviates significantly from the surrounding values that generally range between 0.02 and 0.06. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "277": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "278": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12392.0) from index 25 to 27, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12392.0) from index 25 to 27, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "279": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.27, 0.66, -0.68, -1.09). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.27, 0.66, -0.68, -1.09). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+        },
+        "280": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "281": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 2535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 2535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "282": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 59, where the values drop sharply to a much lower range (e.g., -1.22, -1.59, -1.09, -0.78) compared to the preceding values. This abrupt change in the statistical properties, including the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 59, where the values drop sharply to a much lower range (e.g., -1.22, -1.59, -1.09, -0.78) compared to the preceding values. This abrupt change in the statistical properties, including the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "283": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.78, -0.76, -0.68). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.78, -0.76, -0.68). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+        },
+        "284": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "285": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 10.0 appears consecutively at indices 10-12 and 16-18), disrupting the normal fluctuation pattern. Additionally, there are other repeated values (e.g., 13.0 appears consecutively at indices 19-21 and 25-27), further indicating a disruption in the expected variability. This suggests a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 10.0 appears consecutively at indices 10-12 and 16-18), disrupting the normal fluctuation pattern. Additionally, there are other repeated values (e.g., 13.0 appears consecutively at indices 19-21 and 25-27), further indicating a disruption in the expected variability. This suggests a repeated value anomaly.\nActionID: 9"
+        },
+        "286": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "287": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.68, -1.72). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.3, 0.42, 0.52, 0.62, 0.72, 0.82, 0.92,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.68, -1.72). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.3, 0.42, 0.52, 0.62, 0.72, 0.82, 0.92,"
+        },
+        "288": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "289": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "290": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1285.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1285.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range.\nActionID: 12"
+        },
+        "291": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "292": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.09, 0.12), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 72, there is an extreme spike (0.42) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.09, 0.12), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 72, there is an extreme spike (0.42) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual"
+        },
+        "293": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a"
+        },
+        "294": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with environmental sensor data, where drift in readings over time is often observed.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with environmental sensor data, where drift in readings over time is often observed.\nActionID: 11"
+        },
+        "295": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12810.44) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12810.44) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "296": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and decreasing to 0.0, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and decreasing to 0.0, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "297": {
+            "Thought": "The time series shows a gradual and consistent downward drift in values, starting from around 10.2 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual and consistent downward drift in values, starting from around 10.2 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "298": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "299": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "300": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 33, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 33, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+        },
+        "301": {
+            "Thought": "The sequence initially exhibits a fluctuating pattern with values ranging from 0.01 to 0.12, followed by a sharp and continuous decline starting at index 16, reaching a minimum at index 20. This is followed by a recovery and a gradual increase in values, eventually stabilizing at a higher range. The sharp decline and subsequent recovery indicate a significant deviation from the original pattern, suggesting a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a fluctuating pattern with values ranging from 0.01 to 0.12, followed by a sharp and continuous decline starting at index 16, reaching a minimum at index 20. This is followed by a recovery and a gradual increase in values, eventually stabilizing at a higher range. The sharp decline and subsequent recovery indicate a significant deviation from the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "302": {
+            "Thought": "The sequence initially remains constant at -1.0 for a long duration, indicating a flatline. However, starting at index 48, the values abruptly shift to a new range (around 6.2 to 6.6), breaking the flatline and introducing a new pattern. This indicates a sudden change in the statistical properties of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially remains constant at -1.0 for a long duration, indicating a flatline. However, starting at index 48, the values abruptly shift to a new range (around 6.2 to 6.6), breaking the flatline and introducing a new pattern. This indicates a sudden change in the statistical properties of the sequence.\nActionID: 4"
+        },
+        "303": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "304": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "305": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 59, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After this drop, the sequence resumes with values that are lower than the initial range, but the flatline at 0.0 is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 59, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After this drop, the sequence resumes with values that are lower than the initial range, but the flatline at 0.0 is the most prominent anomaly.\nActionID: 10"
+        },
+        "306": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.54, -1.7, -1.2, and -0.92, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a sudden and sharp disruption in the sequence. This pattern is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.54, -1.7, -1.2, and -0.92, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a sudden and sharp disruption in the sequence. This pattern is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "307": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "308": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.96, 2.11, 3.68, 4.81) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.96, 2.11, 3.68, 4.81) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+        },
+        "309": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a trend change. However, the most prominent anomaly occurs at index 33, where the value abruptly drops to 0.0, creating a sudden flatline. This disrupts the normal fluctuation pattern and is the primary anomaly in the sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a trend change. However, the most prominent anomaly occurs at index 33, where the value abruptly drops to 0.0, creating a sudden flatline. This disrupts the normal fluctuation pattern and is the primary anomaly in the sequence.\nActionID: 10"
+        },
+        "310": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "311": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "312": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "313": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "314": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68, 2.96) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68, 2.96) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in"
+        },
+        "315": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.91, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.91, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "316": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 17 (value 19993.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 17 (value 19993.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "317": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "318": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "319": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "320": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "321": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.6 to 2.82), followed by a gradual decline and drift. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the most prominent anomaly is the nonlinear growth and subsequent decline, which disrupts",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.6 to 2.82), followed by a gradual decline and drift. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the most prominent anomaly is the nonlinear growth and subsequent decline, which disrupts"
+        },
+        "322": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 24 and 33, where the values increase exponentially. This is followed by a return to a fluctuating pattern with some irregularities. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent irregularities.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 24 and 33, where the values increase exponentially. This is followed by a return to a fluctuating pattern with some irregularities. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent irregularities.\nActionID: 14"
+        },
+        "323": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.18,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.18,"
+        },
+        "324": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "325": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "326": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 1.96, 2.11, 2.38, 2.51), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Cont",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 1.96, 2.11, 2.38, 2.51), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Cont"
+        },
+        "327": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "328": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.06 to 2.11) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.06 to 2.11) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by"
+        },
+        "329": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "330": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "331": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 30, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 30, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.\nActionID: 4"
+        },
+        "332": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "333": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "334": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 11 and 0.26 at index 27), abrupt drops (e.g., -0.02 at index 12 and -0.03 at index 13), and segments of flat or near-flat values (e.g., consecutive 0.02 values from index 14 to 17). These disruptions indicate a combination of sudden spikes and flatline-like behavior, which are characteristic of anomalies in machine-system domains. The most prominent anomaly is the sudden spike at index 11, which significantly deviates from the surrounding values",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 11 and 0.26 at index 27), abrupt drops (e.g., -0.02 at index 12 and -0.03 at index 13), and segments of flat or near-flat values (e.g., consecutive 0.02 values from index 14 to 17). These disruptions indicate a combination of sudden spikes and flatline-like behavior, which are characteristic of anomalies in machine-system domains. The most prominent anomaly is the sudden spike at index 11, which significantly deviates from the surrounding values"
+        },
+        "335": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.48), indicating a sudden spike anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (4.01), followed by a gradual decline, which suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 68 to 74, indicating a nonlinear pattern anom",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.48), indicating a sudden spike anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (4.01), followed by a gradual decline, which suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 68 to 74, indicating a nonlinear pattern anom"
+        },
+        "336": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden"
+        },
+        "337": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.7, 2.72, 3.41) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.7, 2.72, 3.41) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+        },
+        "338": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 29 (value 1.25), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 30 and 40, where the values increase exponentially. This is followed by a sharp decline and fluctuations, indicating a significant deviation from the original trend. The combination of these behaviors suggests a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 29 (value 1.25), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 30 and 40, where the values increase exponentially. This is followed by a sharp decline and fluctuations, indicating a significant deviation from the original trend. The combination of these behaviors suggests a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "339": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 43, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the time series. After this drop, the sequence resumes with values that are lower than the initial range, but the flatline at index 43 is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 43, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the time series. After this drop, the sequence resumes with values that are lower than the initial range, but the flatline at index 43 is the most prominent anomaly.\nActionID: 10"
+        },
+        "340": {
+            "Thought": "The value 60.9 at index 33 is a sudden and extreme spike compared to the surrounding values, which generally range between 30 and 36. This spike disrupts the sequence temporarily before returning to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 60.9 at index 33 is a sudden and extreme spike compared to the surrounding values, which generally range between 30 and 36. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+        },
+        "341": {
+            "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, the sequence transitions into a flatline of repeated values (122.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, the sequence transitions into a flatline of repeated values (122.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.\nActionID: 10"
+        },
+        "342": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "343": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "344": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-Utilization data, and no significant anomalies are detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-Utilization data, and no significant anomalies are detected.\nActionID: 0"
+        },
+        "345": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 72 (0.76) and peaking at index 77 (2.51), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 72 (0.76) and peaking at index 77 (2.51), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.\nActionID: 14"
+        },
+        "346": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "347": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "348": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.06) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.06) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "349": {
+            "Thought": "The value 12.0 at index 3 is a significant outlier compared to the surrounding values, which mostly range between 0.0 and 6.0. This isolated spike deviates from the overall pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 12.0 at index 3 is a significant outlier compared to the surrounding values, which mostly range between 0.0 and 6.0. This isolated spike deviates from the overall pattern of the sequence.\nActionID: 1"
+        },
+        "350": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). At index 55, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.84). This indicates a sudden sp",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). At index 55, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.84). This indicates a sudden sp",
+            "ParseError": "unrecognized_action_id"
+        },
+        "351": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "352": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "353": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 100 to 200. This is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 100 to 200. This is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "354": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.9, 3.61, 4.81) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.9, 3.61, 4.81) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+        },
+        "355": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "356": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1.021), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1.021), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "357": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value shifts abruptly from -1232.35 to -1039.21, deviating from the surrounding pattern. This indicates a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value shifts abruptly from -1232.35 to -1039.21, deviating from the surrounding pattern. This indicates a sudden spike anomaly.\nActionID: 12"
+        },
+        "358": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 9, there is a sudden spike (0.28) followed by a sharp drop (-0.41 and -0.68), which disrupts the normal fluctuation pattern. Additionally, starting from index 74, there is a significant upward drift in values, peaking at 1.56, followed by a gradual decline. This indicates a combination of sudden spikes and a drift anomaly. The sequence also shows nonlinear growth in the upward drift, deviating from the original pattern. These anomalies are consistent with disruptions in ECG signals, which can indicate abnormal heart activity.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 9, there is a sudden spike (0.28) followed by a sharp drop (-0.41 and -0.68), which disrupts the normal fluctuation pattern. Additionally, starting from index 74, there is a significant upward drift in values, peaking at 1.56, followed by a gradual decline. This indicates a combination of sudden spikes and a drift anomaly. The sequence also shows nonlinear growth in the upward drift, deviating from the original pattern. These anomalies are consistent with disruptions in ECG signals, which can indicate abnormal heart activity.\nActionID:"
+        },
+        "359": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 59 to 63, where the values plummet to -1.24, -1.51, -1.0, -0.7, and -0.52, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 59 to 63, where the values plummet to -1.24, -1.51, -1.0, -0.7, and -0.52, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "360": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.07), but starting at index 40, there is a sudden and significant increase in values, peaking at 0.34. This is followed by a sharp drop and a transition into a new pattern with higher variability and a different range (0.1 to 0.16). This indicates a sudden shift in the statistical properties of the sequence, likely due to a change in the underlying process.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.07), but starting at index 40, there is a sudden and significant increase in values, peaking at 0.34. This is followed by a sharp drop and a transition into a new pattern with higher variability and a different range (0.1 to 0.16). This indicates a sudden shift in the statistical properties of the sequence, likely due to a change in the underlying process.\nActionID: 4"
+        },
+        "361": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 116, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 116, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+        },
+        "362": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "363": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 74, where the values drop sharply to -1.21 and -1.41, followed by a recovery to the previous range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the later part, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 74, where the values drop sharply to -1.21 and -1.41, followed by a recovery to the previous range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the later part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "364": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 1295.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 1295.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "365": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 46, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 46, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.\nActionID: 4"
+        },
+        "366": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "367": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "368": {
+            "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are multiple instances of sudden spikes, such as at index 13 (6.7) and index 29 (6.6), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are multiple instances of sudden spikes, such as at index 13 (6.7) and index 29 (6.6), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "369": {
+            "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.\nActionID: 0"
+        },
+        "370": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.0), followed by a significant drop to -1.01 and -1.02, indicating a sudden and extreme deviation from the normal range. This is followed by a recovery to positive values, but the sequence exhibits irregular fluctuations and",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.0), followed by a significant drop to -1.01 and -1.02, indicating a sudden and extreme deviation from the normal range. This is followed by a recovery to positive values, but the sequence exhibits irregular fluctuations and",
+            "ParseError": "unrecognized_action_id"
+        },
+        "371": {
+            "Thought": "The sequence exhibits a sudden flatline at index 23 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuations of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 23 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuations of the time series.\nActionID: 10"
+        },
+        "372": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 27. This abrupt transition disrupts the normal pattern and introduces a new trend of fluctuating negative values. The flatline at the beginning and the subsequent shift indicate a significant change in the statistical properties of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 27. This abrupt transition disrupts the normal pattern and introduces a new trend of fluctuating negative values. The flatline at the beginning and the subsequent shift indicate a significant change in the statistical properties of the sequence.\nActionID: 4"
+        },
+        "373": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline starting at index 20, reaching a low point around 3.5. After this, the sequence stabilizes with minor fluctuations around 3.5 to 3.8. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline starting at index 20, reaching a low point around 3.5. After this, the sequence stabilizes with minor fluctuations around 3.5 to 3.8. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "374": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "375": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-1255.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-1255.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "376": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "377": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "378": {
+            "Thought": "The value 152.0 at index 5 is a significant outlier compared to the surrounding values, which generally range between 100 and 130. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 152.0 at index 5 is a significant outlier compared to the surrounding values, which generally range between 100 and 130. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "379": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+        },
+        "380": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting"
+        },
+        "381": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 87, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 87, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "382": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.5, 2.3, 2.66, 3.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02 to -0.2",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.5, 2.3, 2.66, 3.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02 to -0.2"
+        },
+        "383": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "384": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "385": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "387": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.68, -0.82). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.68, -0.82). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values"
+        },
+        "388": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1395.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1395.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "389": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "390": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "391": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "392": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "393": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a drop to -0.48 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a drop to -0.48 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.\nActionID: 12"
+        },
+        "394": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38, -1.39). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38, -1.39). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "395": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 18, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 18, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+        },
+        "396": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "397": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.37 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.37 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "398": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "399": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "400": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "401": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, starting around 10.06 and decreasing to around 8.4 by the end. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, starting around 10.06 and decreasing to around 8.4 by the end. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data.\nActionID: 11"
+        },
+        "402": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 50, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 59. This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 50, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 59. This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly.\nActionID: 12"
+        },
+        "403": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The drift is not abrupt but rather progressive, which is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The drift is not abrupt but rather progressive, which is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "404": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+        },
+        "405": {
+            "Thought": "The sequence exhibits a sudden spike at index 11 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 11 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+        },
+        "406": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "407": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "408": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 23 (value 1335.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 23 (value 1335.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "409": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 1.3. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This indicates a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 1.3. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This indicates a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "410": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 11 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 11 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "411": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine experiencing a gradual degradation or wear.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine experiencing a gradual degradation or wear.\nActionID: 11"
+        },
+        "412": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.72, 0.88, 1.08, 1.36) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.72, 0.88, 1.08, 1.36) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "413": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "414": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "415": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 2.08) starting around index 90",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 2.08) starting around index 90"
+        },
+        "416": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently increase over time, deviating from the original level, which is indicative of a drift anomaly. This behavior is consistent with machine-system domains where gradual degradation or drift in performance may occur.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently increase over time, deviating from the original level, which is indicative of a drift anomaly. This behavior is consistent with machine-system domains where gradual degradation or drift in performance may occur.\nActionID: 11"
+        },
+        "417": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "418": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.2, indicating a Sudden Flatline Anomaly. Subsequently, there is a recovery and fluctuation, but the sequence transitions into a nonlinear growth pattern, particularly toward the end, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.2, indicating a Sudden Flatline Anomaly. Subsequently, there is a recovery and fluctuation, but the sequence transitions into a nonlinear growth pattern, particularly toward the end, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 14"
+        },
+        "419": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18, 2.48, 2.68, 2.88",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18, 2.48, 2.68, 2.88"
+        },
+        "420": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "421": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "422": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "423": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "424": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.\nActionID: 0"
+        },
+        "425": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "426": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "427": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "428": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.08). This indicates a sudden spike anomaly. Additionally, there is a nonlinear pattern anomaly starting around index 76, where the values exhibit exponential growth (e.g., 0.74, 1.0, 1.38, 1.68, 1.96). These disruptions deviate significantly from the expected ECG pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.08). This indicates a sudden spike anomaly. Additionally, there is a nonlinear pattern anomaly starting around index 76, where the values exhibit exponential growth (e.g., 0.74, 1.0, 1.38, 1.68, 1.96). These disruptions deviate significantly from the expected ECG pattern.\nActionID: 12"
+        },
+        "429": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "430": {
+            "Thought": "The sequence exhibits a sudden spike at index 56 (value 4.0), which significantly deviates from the surrounding values that generally range between 2.5 and 3.0. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 56 (value 4.0), which significantly deviates from the surrounding values that generally range between 2.5 and 3.0. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+        },
+        "431": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e."
+        },
+        "432": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 24 (value 1365.06), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 24 (value 1365.06), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "433": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), followed by a significant drop to -1.21 at index 100. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. Additionally, the sequence does not return to a stable baseline immediately, suggesting a disruption in the expected behavior.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), followed by a significant drop to -1.21 at index 100. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. Additionally, the sequence does not return to a stable baseline immediately, suggesting a disruption in the expected behavior.\nActionID: 12"
+        },
+        "434": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 15.0 at index 27 and 16.0 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These disruptions deviate from any consistent pattern, indicating a nonlinear and erratic behavior. The sequence does not follow a predictable trend or periodic pattern, and the changes are not isolated to a single point or segment. This suggests a significant deviation from the original linear or expected behavior.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 15.0 at index 27 and 16.0 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These disruptions deviate from any consistent pattern, indicating a nonlinear and erratic behavior. The sequence does not follow a predictable trend or periodic pattern, and the changes are not isolated to a single point or segment. This suggests a significant deviation from the original linear or expected behavior.\nActionID: 14"
+        },
+        "435": {
+            "Thought": "The sequence exhibits a sudden and significant spike at the last two data points (49.2 and 50.11), which deviate drastically from the preceding values that generally range between 30 and 36. This indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at the last two data points (49.2 and 50.11), which deviate drastically from the preceding values that generally range between 30 and 36. This indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "436": {
+            "Thought": "The value 13552.0 at index 10 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 13552.0 at index 10 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+        },
+        "437": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12, 13, 19, 20, 21, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12, 13, 19, 20, 21, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51,"
+        },
+        "438": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "439": {
+            "Thought": "The sequence initially fluctuates within a relatively stable range (around 35-42), but starting at index 47, there is a sudden and significant increase in values, peaking at 55.25. This is followed by a sharp drop and a new range of values (around 30-35), indicating a sudden and sustained change in the statistical properties of the sequence. This suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates within a relatively stable range (around 35-42), but starting at index 47, there is a sudden and significant increase in values, peaking at 55.25. This is followed by a sharp drop and a new range of values (around 30-35), indicating a sudden and sustained change in the statistical properties of the sequence. This suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "440": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "441": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26 (-1237.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26 (-1237.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "442": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable downward drift in the values, followed by a recovery and stabilization. This gradual deviation from the normal level and subsequent return to a stable range indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable downward drift in the values, followed by a recovery and stabilization. This gradual deviation from the normal level and subsequent return to a stable range indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "443": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 11 (-1.28) and index 12 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (e.g., values like 1.0, 1.33, 1.64, 1.92, 2.02), which deviates from the earlier fluctuations. These anomalies are consistent with disruptions in ECG signals, which can indicate abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 11 (-1.28) and index 12 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (e.g., values like 1.0, 1.33, 1.64, 1.92, 2.02), which deviates from the earlier fluctuations. These anomalies are consistent with disruptions in ECG signals, which can indicate abnormal heart activity.\nActionID: 12"
+        },
+        "444": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.56 to -0.48 to -1.1), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.06 to 1.38) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.56 to -0.48 to -1.1), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.06 to 1.38) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+        },
+        "445": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 133.33 at index 17), abrupt drops (e.g., -120.11 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic and extreme values suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 133.33 at index 17), abrupt drops (e.g., -120.11 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic and extreme values suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "446": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 80, where the values transition from a relatively stable range to a sharp increase, peaking at 1.38, followed by a rapid decline. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal fluctuation pattern before returning to a more stable range. Additionally, the sharp rise and fall in the data are characteristic of a disruption in the ECG signal, which could indicate an abnormal event in the healthcare domain.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 80, where the values transition from a relatively stable range to a sharp increase, peaking at 1.38, followed by a rapid decline. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal fluctuation pattern before returning to a more stable range. Additionally, the sharp rise and fall in the data are characteristic of a disruption in the ECG signal, which could indicate an abnormal event in the healthcare domain.\nActionID: 12"
+        },
+        "447": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.5) and the sharp drop at index 99 (-0.48), followed by a steep drop to -0.78 and -0.84. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.5) and the sharp drop at index 99 (-0.48), followed by a steep drop to -0.78 and -0.84. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "448": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.206 at index 11 and 0.207 at index 27) and abrupt drops (e.g., 0.136 at index 13 and 0.137 at index 14). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not exhibit a consistent trend or pattern, but the primary anomaly type is the sudden spikes.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.206 at index 11 and 0.207 at index 27) and abrupt drops (e.g., 0.136 at index 13 and 0.137 at index 14). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not exhibit a consistent trend or pattern, but the primary anomaly type is the sudden spikes.\nActionID: 12"
+        },
+        "449": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "450": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.\nActionID: 0"
+        },
+        "451": {
+            "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant single-point deviations, abrupt changes in trend, or other specific anomalies that stand out. The sequence appears to have a high degree of variability, but it does not exhibit any specific anomaly type that disrupts the overall behavior. This suggests that the sequence is normal for the given domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant single-point deviations, abrupt changes in trend, or other specific anomalies that stand out. The sequence appears to have a high degree of variability, but it does not exhibit any specific anomaly type that disrupts the overall behavior. This suggests that the sequence is normal for the given domain.\nActionID: 0"
+        },
+        "452": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "453": {
+            "Thought": "The time series initially exhibits a gradual upward trend, followed by a sudden and sharp increase in values starting around index 16, peaking at index 20. Afterward, the sequence transitions into a fluctuating pattern with a gradual decline, indicating a significant change in the long-term trend. This suggests a sudden shift in the trajectory of the system.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a sudden and sharp increase in values starting around index 16, peaking at index 20. Afterward, the sequence transitions into a fluctuating pattern with a gradual decline, indicating a significant change in the long-term trend. This suggests a sudden shift in the trajectory of the system.\nActionID: 3"
+        },
+        "454": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "455": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "456": {
+            "Thought": "The sequence initially exhibits a downward trend, followed by a sudden and significant spike at index 15 (value 10.0), which deviates sharply from the surrounding values. After the spike, the sequence resumes its downward trend, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a downward trend, followed by a sudden and significant spike at index 15 (value 10.0), which deviates sharply from the surrounding values. After the spike, the sequence resumes its downward trend, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "457": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "458": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 22, where the value decreases sharply from -2252.35 to -2433.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22, where the value decreases sharply from -2252.35 to -2433.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "459": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase starting at index 16, where the values jump from -0.03 to 0.03 and beyond. This abrupt change in the long-term trend indicates a significant shift in the trajectory of the time series. After this spike, the sequence stabilizes and returns to a more consistent pattern. This behavior suggests a sudden change in the system's behavior, likely due to an external or internal factor.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase starting at index 16, where the values jump from -0.03 to 0.03 and beyond. This abrupt change in the long-term trend indicates a significant shift in the trajectory of the time series. After this spike, the sequence stabilizes and returns to a more consistent pattern. This behavior suggests a sudden change in the system's behavior, likely due to an external or internal factor.\nActionID: 3"
+        },
+        "460": {
+            "Thought": "The sequence initially shows a gradual upward trend, followed by a sudden flatline at 0.04 from index 16 to 20, disrupting the normal fluctuations. Afterward, the sequence resumes with a downward trend, but the flatline segment is a clear anomaly. This behavior indicates a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual upward trend, followed by a sudden flatline at 0.04 from index 16 to 20, disrupting the normal fluctuations. Afterward, the sequence resumes with a downward trend, but the flatline segment is a clear anomaly. This behavior indicates a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "461": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.\nActionID: 12"
+        },
+        "462": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "463": {
+            "Thought": "The sequence exhibits a consistent upward trend with increasing values over time, but there are no irregularities, sudden changes, or disruptions in the pattern. The fluctuations appear to be part of the normal behavior of the time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with increasing values over time, but there are no irregularities, sudden changes, or disruptions in the pattern. The fluctuations appear to be part of the normal behavior of the time series.\nActionID: 0"
+        },
+        "464": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "465": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value shifts abruptly from -1232.25 to -1035.51, deviating from the surrounding pattern. This indicates a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value shifts abruptly from -1232.25 to -1035.51, deviating from the surrounding pattern. This indicates a sudden spike anomaly.\nActionID: 12"
+        },
+        "466": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.09). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.09). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+        },
+        "467": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 17 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 17 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "468": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1232.35 to -1435.11, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1232.35 to -1435.11, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "469": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "470": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "471": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 1.0 and progressively decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 1.0 and progressively decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "472": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "473": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "474": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "475": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.96, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.96, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+        },
+        "476": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 70 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 70 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "477": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "478": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "479": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "480": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "481": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic high values (e.g., 1.0, 2.0, 3.0) interspersed with zeros, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros, losing normal fluctuations. This combination of sparse anomalies and a sudden flatline suggests a disruption in the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic high values (e.g., 1.0, 2.0, 3.0) interspersed with zeros, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros, losing normal fluctuations. This combination of sparse anomalies and a sudden flatline suggests a disruption in the time series.\nActionID: 8"
+        },
+        "482": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 23, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 23, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "483": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 33 to 37, where the sequence transitions from a relatively stable range to a sharp decline, followed by a recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 33 to 37, where the sequence transitions from a relatively stable range to a sharp decline, followed by a recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern.\nActionID: 12"
+        },
+        "484": {
+            "Thought": "The time series initially shows a gradual decrease in values, followed by a sudden and sharp drop starting at index 10, where the values drop from around 1.3 to 0.6. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence. After this drop, the values stabilize at a lower range, suggesting a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual decrease in values, followed by a sudden and sharp drop starting at index 10, where the values drop from around 1.3 to 0.6. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence. After this drop, the values stabilize at a lower range, suggesting a change point anomaly.\nActionID: 4"
+        },
+        "485": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.96, 2.46, 2.92, 3.18) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.96, 2.46, 2.92, 3.18) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0"
+        },
+        "486": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.56, 2.92) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.56, 2.92) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "487": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "488": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "489": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "490": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 57 (-1.28) and index 58 (-1.41), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 57 (-1.28) and index 58 (-1.41), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "491": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 23, there is a significant and abrupt drop in values, reaching as low as 2.6. This is followed by a gradual recovery and stabilization at a lower range (approximately 3.0 to 3.5). The abrupt change in the statistical properties, particularly the mean and variance, indicates a clear shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 23, there is a significant and abrupt drop in values, reaching as low as 2.6. This is followed by a gradual recovery and stabilization at a lower range (approximately 3.0 to 3.5). The abrupt change in the statistical properties, particularly the mean and variance, indicates a clear shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "492": {
+            "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+        },
+        "493": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to extreme negative values (-0.72, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to extreme negative values (-0.72, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes"
+        },
+        "494": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.68, -0.82). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.68, -0.82). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but"
+        },
+        "495": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.\nActionID: 12"
+        },
+        "496": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a negative range, then transition into a positive range with a sharp increase, followed by a gradual decline. This behavior suggests a nonlinear pattern that breaks the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a negative range, then transition into a positive range with a sharp increase, followed by a gradual decline. This behavior suggests a nonlinear pattern that breaks the original linear rule.\nActionID: 14"
+        },
+        "497": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.72, 0.88, 1.08, 1.36, 1.52, 1.76) starting around index 90, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.72, 0.88, 1.08, 1.36, 1.52, 1.76) starting around index 90, which deviates from the"
+        },
+        "498": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.\nActionID: 1"
+        },
+        "499": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 26 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 26 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "500": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 96 (0.28) and the sharp drop at index 97 (-0.38), which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 96 (0.28) and the sharp drop at index 97 (-0.38), which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.\nActionID: 12"
+        },
+        "501": {
+            "Thought": "The value 50.27 at index 42 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 33-36. This isolated spike disrupts the normal pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.27 at index 42 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 33-36. This isolated spike disrupts the normal pattern of the sequence.\nActionID: 1"
+        },
+        "502": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike"
+        },
+        "503": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "504": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.11, followed by a return to the normal range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.11, followed by a return to the normal range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+        },
+        "505": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "506": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant deviation from the normal pattern, with values rapidly increasing and then decreasing, indicating a Continuous Segment Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant deviation from the normal pattern, with values rapidly increasing and then decreasing, indicating a Continuous Segment Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.\nActionID: 12"
+        },
+        "507": {
+            "Thought": "The time series shows a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "508": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+        },
+        "509": {
+            "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "510": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "511": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.17, 0.38, 0.51, 0.68, 0.81, 0.98, 1.08, 1.38, 1.58, 1",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.17, 0.38, 0.51, 0.68, 0.81, 0.98, 1.08, 1.38, 1.58, 1"
+        },
+        "512": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.08 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.08 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "513": {
+            "Thought": "The value 4.0 at index 24 significantly deviates from the surrounding data points, which mostly range between 2.0 and 2.6. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 4.0 at index 24 significantly deviates from the surrounding data points, which mostly range between 2.0 and 2.6. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "514": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.1 and -1.46. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.1 and -1.46. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "515": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1355.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1355.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "516": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "517": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "518": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.07, 0.08, 0.09) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.07, 0.08, 0.09) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "519": {
+            "Thought": "The time series exhibits multiple irregularities. At index 11, there is a sudden spike (0.126) that deviates significantly from the surrounding values. Additionally, at index 13, there is an extreme spike (0.446) followed by a sharp drop to 0.062 and 0.032, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of anomalies in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities. At index 11, there is a sudden spike (0.126) that deviates significantly from the surrounding values. Additionally, at index 13, there is an extreme spike (0.446) followed by a sharp drop to 0.062 and 0.032, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of anomalies in the sequence.\nActionID: 12"
+        },
+        "520": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "521": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+        },
+        "522": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.3, 12.28, 12.26) amidst a majority of zeros, indicating occasional anomalous patterns in an otherwise flat sequence. These isolated spikes disrupt the normal behavior of the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.3, 12.28, 12.26) amidst a majority of zeros, indicating occasional anomalous patterns in an otherwise flat sequence. These isolated spikes disrupt the normal behavior of the time series.\nActionID: 8"
+        },
+        "523": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 23 (value 1288.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 23 (value 1288.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "524": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "525": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1427.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1427.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "526": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "527": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 23, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 23, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "528": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.01, 2.28, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.01, 2.28, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "529": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with Sudden Spike Anomaly in ECG data, where abrupt changes in amplitude can indicate irregularities in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with Sudden Spike Anomaly in ECG data, where abrupt changes in amplitude can indicate irregularities in the signal.\nActionID: 12"
+        },
+        "530": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "531": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "532": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 15 (value 1600.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 15 (value 1600.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "533": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+        },
+        "534": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value shifts abruptly from -2252.35 to -1939.21, deviating from the surrounding trend. This indicates a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value shifts abruptly from -2252.35 to -1939.21, deviating from the surrounding trend. This indicates a sudden spike anomaly.\nActionID: 12"
+        },
+        "535": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.09, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42, 0.51), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a combination of sudden spikes and abrupt changes",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.09, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42, 0.51), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a combination of sudden spikes and abrupt changes",
+            "ParseError": "unrecognized_action_id"
+        },
+        "536": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "537": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "538": {
+            "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "539": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0) and a subsequent extreme drop at index 40 (value -1.0). This is followed by a recovery and a nonlinear growth pattern starting around index 50, where the values increase exponentially. The sequence also shows irregular fluctuations and abrupt changes in amplitude, indicating a combination of drift, sudden spikes, and nonlinear pattern anomalies. The most prominent anomaly is the nonlinear growth pattern starting at index 50.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0) and a subsequent extreme drop at index 40 (value -1.0). This is followed by a recovery and a nonlinear growth pattern starting around index 50, where the values increase exponentially. The sequence also shows irregular fluctuations and abrupt changes in amplitude, indicating a combination of drift, sudden spikes, and nonlinear pattern anomalies. The most prominent anomaly is the nonlinear growth pattern starting at index 50.\nActionID: 14"
+        },
+        "540": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a reasonable range, but starting at index 16, there is a sudden drop to 0.0, followed by a flatline of zeros. This indicates a Sudden Flatline Anomaly. Additionally, at index 23, there is a significant drop to -1.0, which deviates sharply from the surrounding values, indicating an Amplitude Anomaly. The sequence then returns to a fluctuating pattern, but the flatline and sharp drop disrupt the normal behavior of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a reasonable range, but starting at index 16, there is a sudden drop to 0.0, followed by a flatline of zeros. This indicates a Sudden Flatline Anomaly. Additionally, at index 23, there is a significant drop to -1.0, which deviates sharply from the surrounding values, indicating an Amplitude Anomaly. The sequence then returns to a fluctuating pattern, but the flatline and sharp drop disrupt the normal behavior of the time series.\nActionID: 10"
+        },
+        "541": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. This indicates a combination of amplitude anomalies and potential distributional changes. Additionally, the sequence transitions into a nonlinear pattern with irregular spikes and drops, breaking the original stable trend. The most prominent anomaly is the nonlinear pattern change.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. This indicates a combination of amplitude anomalies and potential distributional changes. Additionally, the sequence transitions into a nonlinear pattern with irregular spikes and drops, breaking the original stable trend. The most prominent anomaly is the nonlinear pattern change.\nActionID: 14"
+        },
+        "542": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "543": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "544": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 19, there is a noticeable downward shift in the values, with a new range forming around 28-33. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 19, there is a noticeable downward shift in the values, with a new range forming around 28-33. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "545": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant and abrupt drop to -1.23, which is an Amplitude Anomaly. Later, the sequence shows a nonlinear growth pattern starting around index 90, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant and abrupt drop to -1.23, which is an Amplitude Anomaly. Later, the sequence shows a nonlinear growth pattern starting around index 90, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 1"
+        },
+        "546": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "547": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the rise and fall of the values, particularly around indices 10-15 and 50-55. These disruptions suggest a deviation from the expected periodic behavior, indicating a disruption in the original periodic pattern.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the rise and fall of the values, particularly around indices 10-15 and 50-55. These disruptions suggest a deviation from the expected periodic behavior, indicating a disruption in the original periodic pattern.\nActionID: 2"
+        },
+        "548": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "549": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "550": {
+            "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values decrease steadily and deviate from the earlier range. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values decrease steadily and deviate from the earlier range. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "551": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "552": {
+            "Thought": "The time series initially fluctuates around a higher range (approximately 40-50) but then exhibits a significant and abrupt drop starting at index 10, where the values stabilize at a much lower range (approximately 25-30). This indicates a sudden and sustained change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 40-50) but then exhibits a significant and abrupt drop starting at index 10, where the values stabilize at a much lower range (approximately 25-30). This indicates a sudden and sustained change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "553": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.4, 3.11) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.4, 3.11) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG"
+        },
+        "554": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.\nActionID: 0"
+        },
+        "555": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.08) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.08) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "556": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 24 (-1.28) and index 25 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 24 (-1.28) and index 25 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "557": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "558": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.5 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.5 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "559": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.56 followed by a drop to -0.58 and -0.73, as well as other significant deviations like 0.46 and -0.4. These abrupt changes disrupt the normal fluctuation pattern and are characteristic of sudden spikes or drops in the ECG signal. Additionally, the sequence returns to a more stable range after these events, indicating isolated disruptions.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.56 followed by a drop to -0.58 and -0.73, as well as other significant deviations like 0.46 and -0.4. These abrupt changes disrupt the normal fluctuation pattern and are characteristic of sudden spikes or drops in the ECG signal. Additionally, the sequence returns to a more stable range after these events, indicating isolated disruptions.\nActionID: 12"
+        },
+        "561": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "562": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.31, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.31, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors"
+        },
+        "563": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+        },
+        "564": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 19, where the value (-1455.98) deviates sharply from the surrounding values, which are generally in the range of -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 19, where the value (-1455.98) deviates sharply from the surrounding values, which are generally in the range of -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "565": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "566": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 8 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 8 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "567": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally"
+        },
+        "568": {
+            "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden transition to a flatline of zeros starting at index 16. This flatline persists for a significant duration, disrupting the normal fluctuations. Afterward, the sequence resumes with a gradual upward drift, indicating a combination of a sudden flatline anomaly and a drift anomaly. However, the flatline anomaly is the most prominent and disruptive feature.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden transition to a flatline of zeros starting at index 16. This flatline persists for a significant duration, disrupting the normal fluctuations. Afterward, the sequence resumes with a gradual upward drift, indicating a combination of a sudden flatline anomaly and a drift anomaly. However, the flatline anomaly is the most prominent and disruptive feature.\nActionID: 10"
+        },
+        "569": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "570": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 50, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 50, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "571": {
+            "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "572": {
+            "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of repeated values (1.36) from index 24 to 27, disrupting the normal fluctuation pattern. Afterward, the sequence resumes with a return to normal fluctuations. The repeated values in the flatline segment are the primary anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of repeated values (1.36) from index 24 to 27, disrupting the normal fluctuation pattern. Afterward, the sequence resumes with a return to normal fluctuations. The repeated values in the flatline segment are the primary anomaly.\nActionID: 9"
+        },
+        "573": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "574": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "575": {
+            "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+        },
+        "576": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "577": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.3, 1.96, 2.42, 2.72) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.3, 1.96, 2.42, 2.72) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "578": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows a gradual downward trend, followed by a sudden spike at index 41 (value 0.24) and a sharp drop at index 42 (value -0.24). This is followed by a significant drop at index 43 (value -0.56) and a further extreme drop at index 44 (value -1.04). These sudden and extreme deviations from the surrounding values indicate a combination of sudden spikes and amplitude anomalies. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, breaking the original trend. The most prominent anomaly is the nonlinear pattern caused by",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows a gradual downward trend, followed by a sudden spike at index 41 (value 0.24) and a sharp drop at index 42 (value -0.24). This is followed by a significant drop at index 43 (value -0.56) and a further extreme drop at index 44 (value -1.04). These sudden and extreme deviations from the surrounding values indicate a combination of sudden spikes and amplitude anomalies. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, breaking the original trend. The most prominent anomaly is the nonlinear pattern caused by",
+            "ParseError": "unrecognized_action_id"
+        },
+        "579": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 21 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 21 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "580": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "581": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "582": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "583": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "584": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 22 (-1.28) and index 23 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 90, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 22 (-1.28) and index 23 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 90, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nActionID: 12"
+        },
+        "585": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "586": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "587": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "588": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "589": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "590": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "591": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "592": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "593": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "594": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "595": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "596": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "597": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 40 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 40 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "598": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the overall behavior of the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the overall behavior of the sequence.\nActionID: 14"
+        },
+        "599": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a significant and nonlinear increase in values, followed by a sharp drop and subsequent irregular fluctuations. This behavior deviates from the original pattern and indicates a nonlinear growth and decay pattern, breaking the original linear or stable trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a significant and nonlinear increase in values, followed by a sharp drop and subsequent irregular fluctuations. This behavior deviates from the original pattern and indicates a nonlinear growth and decay pattern, breaking the original linear or stable trend.\nActionID: 14"
+        },
+        "600": {
+            "Thought": "The sequence exhibits a consistent upward trend with increasing values over time, but there are no irregularities, sudden changes, or disruptions in the pattern. The fluctuations appear to be part of the normal behavior of the time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with increasing values over time, but there are no irregularities, sudden changes, or disruptions in the pattern. The fluctuations appear to be part of the normal behavior of the time series.\nActionID: 0"
+        },
+        "601": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "602": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.32) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.32) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "603": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.32, 3.98, 5.11) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.32, 3.98, 5.11) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru"
+        },
+        "604": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 51, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to extreme negative values (-1.02, -1.22). This indicates a combination of sudden spikes and abrupt changes in the statistical properties",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 51, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to extreme negative values (-1.02, -1.22). This indicates a combination of sudden spikes and abrupt changes in the statistical properties",
+            "ParseError": "unrecognized_action_id"
+        },
+        "605": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.38, followed by a significant drop to -0.78 and -0.83. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.38, followed by a significant drop to -0.78 and -0.83. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+        },
+        "606": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "607": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "608": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the normal level is a clear anomaly. This behavior is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the normal level is a clear anomaly. This behavior is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "609": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "610": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier"
+        },
+        "611": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "612": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "613": {
+            "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.63) followed by a steep drop (-0.79, -1.59). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.63) followed by a steep drop (-0.79, -1.59). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "614": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "615": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 3.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 3.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "616": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 1.96, 2.28, 2.56) starting around index 100, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 1.96, 2.28, 2.56) starting around index 100, which deviates from the"
+        },
+        "617": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.01, 2.28) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.01, 2.28) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "618": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "619": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "620": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "621": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "622": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.28, 0.46, 0.72, 1.0, 1.36, 1.52, 1.76, 2.08, 2.28, 2.46, 2.64), indicating a Nonlinear Pattern Anomaly. Additionally, the",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.28, 0.46, 0.72, 1.0, 1.36, 1.52, 1.76, 2.08, 2.28, 2.46, 2.64), indicating a Nonlinear Pattern Anomaly. Additionally, the"
+        },
+        "623": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "624": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 1.0) and a sharp drop at index 31 (value -1.0). This is followed by a recovery and a nonlinear growth pattern starting around index 40, where the values increase exponentially. The sequence transitions into a nonlinear pattern with significant deviations from the original trend. These characteristics suggest a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the dominant anomaly is the nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 1.0) and a sharp drop at index 31 (value -1.0). This is followed by a recovery and a nonlinear growth pattern starting around index 40, where the values increase exponentially. The sequence transitions into a nonlinear pattern with significant deviations from the original trend. These characteristics suggest a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the dominant anomaly is the nonlinear growth pattern.\nActionID: 14"
+        },
+        "625": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.59, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.91, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.59, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.91, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "626": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "627": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "628": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "629": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not exhibit a consistent trend or periodicity, and the fluctuations appear to follow a natural and expected pattern for IoT-utilization data. There are no significant deviations, disruptions, or anomalies in the sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not exhibit a consistent trend or periodicity, and the fluctuations appear to follow a natural and expected pattern for IoT-utilization data. There are no significant deviations, disruptions, or anomalies in the sequence.\nActionID: 0"
+        },
+        "630": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.6 to 4.31) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of ECG anomalies.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.6 to 4.31) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of ECG anomalies.\nActionID: 14"
+        },
+        "631": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal sequence.\nActionID: 0"
+        },
+        "632": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-Utilization data, and no significant anomalies are detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-Utilization data, and no significant anomalies are detected.\nActionID: 0"
+        },
+        "633": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.32, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 2.01, 2.46) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.32, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 2.01, 2.46) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a"
+        },
+        "634": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "635": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "636": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable pattern. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable pattern. This indicates a normal sequence.\nActionID: 0"
+        },
+        "637": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.5, 2.42, 3.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.5, 2.42, 3.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+        },
+        "638": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "639": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values at index 49 (from 13.0 to 10.0), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 49 (from 13.0 to 10.0), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "640": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "641": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1285.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1285.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+        },
+        "642": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.06), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with some irregularities. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.06), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with some irregularities. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+        },
+        "643": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the values fluctuate within a relatively stable range, but starting around index 30, there is a sudden increase in amplitude, with values reaching as high as 158.88. This indicates a significant deviation from the earlier range. Additionally, there are abrupt spikes and drops, such as the sharp increase to 158.88 and subsequent drop to 114.81, which disrupt the normal pattern. These characteristics suggest a combination of amplitude anomalies and sudden spikes.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the values fluctuate within a relatively stable range, but starting around index 30, there is a sudden increase in amplitude, with values reaching as high as 158.88. This indicates a significant deviation from the earlier range. Additionally, there are abrupt spikes and drops, such as the sharp increase to 158.88 and subsequent drop to 114.81, which disrupt the normal pattern. These characteristics suggest a combination of amplitude anomalies and sudden spikes.\nActionID: 6"
+        },
+        "644": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.7, 3.4, 3.9) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.7, 3.4, 3.9) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru"
+        },
+        "645": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.23 to -1.31. These patterns suggest a combination of sudden spikes and continuous segment anomalies. However, the most prominent anomaly is the sudden extreme drops, which are characteristic of sudden spikes.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.23 to -1.31. These patterns suggest a combination of sudden spikes and continuous segment anomalies. However, the most prominent anomaly is the sudden extreme drops, which are characteristic of sudden spikes.\nActionID: 12"
+        },
+        "646": {
+            "Thought": "The time series exhibits a sudden and extreme deviation in values around indices 66-70, where the values spike to 0.25, 0.66, -0.65, -1.1, and -1.02, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the baseline. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation in values around indices 66-70, where the values spike to 0.25, 0.66, -0.65, -1.1, and -1.02, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the baseline. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+        },
+        "647": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop (-0.24, -0.58, -0.62), indicating a sudden disruption. Additionally, the sequence later shows a gradual drift downward (e.g., -0.02 to -0.14) and",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop (-0.24, -0.58, -0.62), indicating a sudden disruption. Additionally, the sequence later shows a gradual drift downward (e.g., -0.02 to -0.14) and",
+            "ParseError": "unrecognized_action_id"
+        },
+        "648": {
+            "Thought": "The value 52.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 52.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "649": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 90,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 90,"
+        },
+        "650": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+        },
+        "651": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "652": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1537.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1537.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "653": {
+            "Thought": "The time series exhibits a gradual downward drift in values from the beginning, followed by a recovery and stabilization around a certain range. However, there are fluctuations and irregularities in the latter part of the sequence, particularly with a sudden drop and recovery around index 40-50. This suggests a gradual drift anomaly in the earlier part of the sequence, followed by a potential change in the statistical properties or pattern. The overall behavior indicates a significant deviation from a normal sequence.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values from the beginning, followed by a recovery and stabilization around a certain range. However, there are fluctuations and irregularities in the latter part of the sequence, particularly with a sudden drop and recovery around index 40-50. This suggests a gradual drift anomaly in the earlier part of the sequence, followed by a potential change in the statistical properties or pattern. The overall behavior indicates a significant deviation from a normal sequence.\nActionID: 11"
+        },
+        "654": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Following this, the sequence transitions into a flatline of zeros (e.g., 0.0, 0.0, 0.0, 0.0), indicating a Sudden Flatline Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06, 0.1, 0.14, 0.18, 0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Following this, the sequence transitions into a flatline of zeros (e.g., 0.0, 0.0, 0.0, 0.0), indicating a Sudden Flatline Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06, 0.1, 0.14, 0.18, 0"
+        },
+        "655": {
+            "Thought": "The value 50.2 at index 56 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 34-37. This isolated spike disrupts the normal pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 56 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 34-37. This isolated spike disrupts the normal pattern of the sequence.\nActionID: 1"
+        },
+        "656": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "657": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e."
+        },
+        "658": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "659": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.42, 1.68, 1.96, 2.18) starting around index 100, which deviates from",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.42, 1.68, 1.96, 2.18) starting around index 100, which deviates from"
+        },
+        "660": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 34 to 40). However, starting at index 33, there is a significant and sustained increase in values, peaking at 52.11, followed by a gradual decline and stabilization at a higher range (approximately 40 to 46). This indicates a sudden shift in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 34 to 40). However, starting at index 33, there is a significant and sustained increase in values, peaking at 52.11, followed by a gradual decline and stabilization at a higher range (approximately 40 to 46). This indicates a sudden shift in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.\nActionID: 4"
+        },
+        "661": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value (-1255.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value (-1255.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "662": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "663": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "664": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 57 (-1.28) and index 58 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 57 (-1.28) and index 58 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "665": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 34, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 34, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "666": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "667": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "668": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+        },
+        "669": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a return to the baseline. Later, at index 55, there is a significant spike (0.22, 0.46, 0.62) followed by a sharp drop to -0.5 and -1.0, indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, with values increasing exponentially (e.g., 0.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a return to the baseline. Later, at index 55, there is a significant spike (0.22, 0.46, 0.62) followed by a sharp drop to -0.5 and -1.0, indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, with values increasing exponentially (e.g., 0."
+        },
+        "670": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 4.26, followed by a sharp decline and subsequent fluctuations. The sequence exhibits a nonlinear pattern with irregular changes in amplitude and direction, deviating from any consistent linear or periodic trend. This suggests a significant disruption in the original pattern, likely due to environmental sensor anomalies.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 4.26, followed by a sharp decline and subsequent fluctuations. The sequence exhibits a nonlinear pattern with irregular changes in amplitude and direction, deviating from any consistent linear or periodic trend. This suggests a significant disruption in the original pattern, likely due to environmental sensor anomalies.\nActionID: 14"
+        },
+        "671": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "672": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 19, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 19, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "673": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 22 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "674": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.56, 1.92, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.56, 1.92, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+        },
+        "675": {
+            "Thought": "The value 30.9 at index 11 significantly deviates from the surrounding data points, which mostly range between 24.5 and 26.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 30.9 at index 11 significantly deviates from the surrounding data points, which mostly range between 24.5 and 26.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "676": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "677": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "678": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "679": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.38) followed by a sharp drop at index 17 (-0.48) and index 18 (-0.74), which disrupts the normal fluctuation pattern. Additionally, there is a significant amplitude anomaly starting at index 76, where the values increase rapidly to a peak (e.g., 1.38 at index 80) and then return to a lower range. This combination of sudden spikes and amplitude anomalies is indicative of abnormal ECG behavior.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.38) followed by a sharp drop at index 17 (-0.48) and index 18 (-0.74), which disrupts the normal fluctuation pattern. Additionally, there is a significant amplitude anomaly starting at index 76, where the values increase rapidly to a peak (e.g., 1.38 at index 80) and then return to a lower range. This combination of sudden spikes and amplitude anomalies is indicative of abnormal ECG behavior.\nActionID: 6"
+        },
+        "680": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present. This aligns with the characteristics of a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+        },
+        "681": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 41, there is a sudden and significant increase in values, peaking at 7.5. This is followed by a gradual decline and stabilization at a lower range (approximately 2.5 to 3.0). The abrupt change in the statistical properties, particularly the mean and variance, indicates a clear shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 41, there is a sudden and significant increase in values, peaking at 7.5. This is followed by a gradual decline and stabilization at a lower range (approximately 2.5 to 3.0). The abrupt change in the statistical properties, particularly the mean and variance, indicates a clear shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "682": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern at index 83, where the value drops sharply to -0.78 and then further to -1.0, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the surrounding data, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at index 83, where the value drops sharply to -0.78 and then further to -1.0, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the surrounding data, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "683": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "684": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "685": {
+            "Thought": "The sequence exhibits a sudden flatline at index 59 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 59 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "686": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "687": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "688": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "689": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11652.39) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11652.39) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "690": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 96, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 96, which deviates from the earlier"
+        },
+        "691": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "692": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "693": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.31, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.31, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "694": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), indicating a sudden spike anomaly. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (4.01), followed by a nonlinear pattern of fluctuations, and then a gradual downward drift. This suggests a combination of sudden spike anomaly, nonlinear pattern anomaly, and drift anomaly. However, the",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), indicating a sudden spike anomaly. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (4.01), followed by a nonlinear pattern of fluctuations, and then a gradual downward drift. This suggests a combination of sudden spike anomaly, nonlinear pattern anomaly, and drift anomaly. However, the"
+        },
+        "695": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "696": {
+            "Thought": "The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 2.0 at index 1, 3.0 at index 11, and 4.0 at index 23) and irregular fluctuations, disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 2.0 at index 1, 3.0 at index 11, and 4.0 at index 23) and irregular fluctuations, disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.\nActionID: 8"
+        },
+        "697": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values at index 43 (from 30.2 to 23.2), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 43 (from 30.2 to 23.2), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "698": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a return to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which is characteristic of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a return to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which is characteristic of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "699": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual rise and fall in values. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend around index 20-25, and the amplitude of the periodic pattern changes irregularly in certain segments. This indicates a disruption in the original periodic pattern.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual rise and fall in values. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend around index 20-25, and the amplitude of the periodic pattern changes irregularly in certain segments. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+        },
+        "700": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "701": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "702": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "703": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.72, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.72, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+        },
+        "704": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent fluctuations around a higher range. However, starting from index 40, the sequence exhibits a noticeable downward drift, with values gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent fluctuations around a higher range. However, starting from index 40, the sequence exhibits a noticeable downward drift, with values gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "705": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), which disrupts the normal fluctuation pattern. Additionally, there are nonlinear changes in the sequence, such as the exponential-like growth around indices 85-90 (e.g., 0.28, 0.51, 0.72, 0.84, 0.98, 1.08, 1.28, 1.4",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), which disrupts the normal fluctuation pattern. Additionally, there are nonlinear changes in the sequence, such as the exponential-like growth around indices 85-90 (e.g., 0.28, 0.51, 0.72, 0.84, 0.98, 1.08, 1.28, 1.4"
+        },
+        "706": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 86, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.38, -0.68, -0.72), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 86, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.38, -0.68, -0.72), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.\nActionID: 12"
+        },
+        "707": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 37 (-1.28) and index 38 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 37 to 43 and the sharp positive spike at index 115 (1.38). These patterns suggest a combination of Sudden Spike Anomalies and Continuous Segment Anomalies. However, the most prominent anomaly is the sudden extreme drop at",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 37 (-1.28) and index 38 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 37 to 43 and the sharp positive spike at index 115 (1.38). These patterns suggest a combination of Sudden Spike Anomalies and Continuous Segment Anomalies. However, the most prominent anomaly is the sudden extreme drop at"
+        },
+        "708": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "709": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "710": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "711": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the overall trend exhibits a gradual drift downward, deviating from the initial level of fluctuation. This indicates a gradual drift away from the normal level.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the overall trend exhibits a gradual drift downward, deviating from the initial level of fluctuation. This indicates a gradual drift away from the normal level.\nActionID: 11"
+        },
+        "712": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "713": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.5, 2.42, 3.11) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.5, 2.42, 3.11) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the"
+        },
+        "714": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.\nActionID: 11"
+        },
+        "715": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude and direction, including extreme positive and negative values. These deviations disrupt any consistent pattern or trend, indicating a nonlinear and irregular behavior that breaks the original linear or predictable rule. This suggests the presence of nonlinear changes in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude and direction, including extreme positive and negative values. These deviations disrupt any consistent pattern or trend, indicating a nonlinear and irregular behavior that breaks the original linear or predictable rule. This suggests the presence of nonlinear changes in the sequence.\nActionID: 14"
+        },
+        "716": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "717": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 15, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "718": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "719": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests significant disruptions in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests significant disruptions in the ECG signal.\nActionID: 12"
+        },
+        "720": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal fluctuation.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal fluctuation.\nActionID: 12"
+        },
+        "721": {
+            "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+        },
+        "722": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -1252.35 to -1379.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -1252.35 to -1379.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "723": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 23, there is a sudden spike to 51.0, followed by a sharp drop to 30.0 and then a gradual decline. This indicates a sudden spike anomaly at index 23, followed by a drift anomaly as the values gradually decrease and stabilize at a lower range. The primary anomaly is the sudden spike at index 23.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 23, there is a sudden spike to 51.0, followed by a sharp drop to 30.0 and then a gradual decline. This indicates a sudden spike anomaly at index 23, followed by a drift anomaly as the values gradually decrease and stabilize at a lower range. The primary anomaly is the sudden spike at index 23.\nActionID: 12"
+        },
+        "724": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 19 (0.28) and index 20 (0.46), followed by a sharp drop at index 21 (-0.38) and index 22 (-1.38). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a nonlinear increase, deviating from the previous pattern, indicating a Nonlinear Pattern Anomaly. The overall sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant dis",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 19 (0.28) and index 20 (0.46), followed by a sharp drop at index 21 (-0.38) and index 22 (-1.38). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a nonlinear increase, deviating from the previous pattern, indicating a Nonlinear Pattern Anomaly. The overall sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant dis"
+        },
+        "725": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "726": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "727": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "728": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 10 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 10 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "729": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "730": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a repeated value (136.0) at index 30, disrupting the normal fluctuation pattern. The repeated value further amplifies the anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a repeated value (136.0) at index 30, disrupting the normal fluctuation pattern. The repeated value further amplifies the anomaly.\nActionID: 9"
+        },
+        "731": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is a significant spike (0.33) followed by a sharp drop to extreme negative values (e.g., -0.62, -0.72). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally, the sequence transitions into",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is a significant spike (0.33) followed by a sharp drop to extreme negative values (e.g., -0.62, -0.72). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally, the sequence transitions into"
+        },
+        "732": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "733": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a nonlinear pattern that deviates from a linear trend. This indicates a significant deviation from the original linear or smooth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a nonlinear pattern that deviates from a linear trend. This indicates a significant deviation from the original linear or smooth pattern.\nActionID: 14"
+        },
+        "734": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "735": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 80-83, where the values spike to 0.2, 0.4, -0.3, and -1.2, followed by a return to the normal range. This behavior is indicative of a sudden spike anomaly, as the spike disrupts the otherwise smooth fluctuations of the sequence. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 80-83, where the values spike to 0.2, 0.4, -0.3, and -1.2, followed by a return to the normal range. This behavior is indicative of a sudden spike anomaly, as the spike disrupts the otherwise smooth fluctuations of the sequence. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+        },
+        "736": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "737": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "738": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 30, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 30, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "739": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.61, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.61, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "740": {
+            "Thought": "The sequence initially exhibits a stable pattern with minor fluctuations around 3.0, but starting at index 34, there is a sudden and significant drop in values, reaching as low as 0.0. This abrupt change disrupts the normal fluctuation pattern and indicates a sudden flatline anomaly. After this flatline, the sequence gradually recovers and stabilizes, but the initial flatline is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with minor fluctuations around 3.0, but starting at index 34, there is a sudden and significant drop in values, reaching as low as 0.0. This abrupt change disrupts the normal fluctuation pattern and indicates a sudden flatline anomaly. After this flatline, the sequence gradually recovers and stabilizes, but the initial flatline is the most prominent anomaly.\nActionID: 10"
+        },
+        "741": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 120-140). However, starting at index 33, there is a sudden and significant increase in values, peaking at 192.25, followed by a gradual decline and stabilization at a higher range (approximately 150-170). This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 120-140). However, starting at index 33, there is a sudden and significant increase in values, peaking at 192.25, followed by a gradual decline and stabilization at a higher range (approximately 150-170). This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "742": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "743": {
+            "Thought": "The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., around 0.1 to 0.15) to a sudden increase (e.g., 0.17, 0.18, 0.19) and then back to a lower range (e.g., 0.12, 0.13). These disruptions indicate a periodic change in the pattern, breaking the expected stability.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., around 0.1 to 0.15) to a sudden increase (e.g., 0.17, 0.18, 0.19) and then back to a lower range (e.g., 0.12, 0.13). These disruptions indicate a periodic change in the pattern, breaking the expected stability.\nActionID: 2"
+        },
+        "744": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a"
+        },
+        "745": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "746": {
+            "Thought": "The sequence exhibits a gradual downward drift in values, starting from approximately 10.0 and moving toward lower values, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, starting from approximately 10.0 and moving toward lower values, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "747": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "748": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "749": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 50.21), which deviates sharply from the surrounding values that generally range between 33 and 42. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 50.21), which deviates sharply from the surrounding values that generally range between 33 and 42. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "750": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "751": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "752": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "753": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "754": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "755": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "756": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "757": {
+            "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of signal or sensor failure, which is characteristic of a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of signal or sensor failure, which is characteristic of a sudden flatline anomaly.\nActionID: 10"
+        },
+        "758": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.58, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.3, 1.66, 1.92, 2.11, 2.38), followed by a return to a more stable pattern, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.58, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.3, 1.66, 1.92, 2.11, 2.38), followed by a return to a more stable pattern, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -"
+        },
+        "759": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.58 and -0.73, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations that disrupt the normal ECG pattern, which could also indicate potential Pattern Change Anomalies. However, the dominant anomaly type is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.58 and -0.73, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations that disrupt the normal ECG pattern, which could also indicate potential Pattern Change Anomalies. However, the dominant anomaly type is the sudden spikes and drops.\nActionID: 12"
+        },
+        "760": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant upward trend with large positive values, indicating a nonlinear pattern. The sequence transitions through different behaviors, including drift, flatline, and nonlinear growth, disrupting the original pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant upward trend with large positive values, indicating a nonlinear pattern. The sequence transitions through different behaviors, including drift, flatline, and nonlinear growth, disrupting the original pattern.\nActionID: 14"
+        },
+        "761": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.42, 2.96) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.42, 2.96) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "762": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "763": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "764": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 49, there is a significant spike (0.42) followed by a sharp drop (-0.42, -0.68), which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies. The sequence then returns to a more stable pattern, but the earlier disru",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 49, there is a significant spike (0.42) followed by a sharp drop (-0.42, -0.68), which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies. The sequence then returns to a more stable pattern, but the earlier disru",
+            "ParseError": "unrecognized_action_id"
+        },
+        "765": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "766": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "767": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 21 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "768": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "769": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 2 (1025.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 2 (1025.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "770": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "771": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden"
+        },
+        "772": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "773": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -1.18 and -1.51. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -1.18 and -1.51. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "774": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, which is characteristic of a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 87, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, which is characteristic of a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 87, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.\nActionID: 14"
+        },
+        "775": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a gradual recovery. Later, there is a nonlinear pattern of exponential growth (e.g., 0.84, 1.5, 2.11, 2.42, 2.68) and subsequent decay. These disruptions indicate a combination of sudden spikes, nonlinear patterns, and potential distributional changes. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which breaks the original linear or stable trend.\nAction",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a gradual recovery. Later, there is a nonlinear pattern of exponential growth (e.g., 0.84, 1.5, 2.11, 2.42, 2.68) and subsequent decay. These disruptions indicate a combination of sudden spikes, nonlinear patterns, and potential distributional changes. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which breaks the original linear or stable trend.\nAction"
+        },
+        "776": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "777": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 100, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 100, which deviates from the"
+        },
+        "778": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 20. Afterward, the values begin to recover and fluctuate within a higher range, but the overall trend indicates a gradual deviation from the original level, suggesting a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 20. Afterward, the values begin to recover and fluctuate within a higher range, but the overall trend indicates a gradual deviation from the original level, suggesting a drift anomaly.\nActionID: 11"
+        },
+        "779": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.12, 0.13, 0.14) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.12, 0.13, 0.14) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "780": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "781": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 21 and 22, where the values jump to 15151.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 and 22, where the values jump to 15151.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "782": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "783": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "784": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (10.14) and a subsequent sharp increase in values, peaking at index 17 (13.14). This is followed by a return to a more stable range. The sequence then shows a sudden drop at index 33 (8.24) and a subsequent recovery. These patterns indicate a combination of drift, sudden spikes, and potential distributional changes. However, the most prominent anomaly is the sudden spike at index 15 and 17, which disrupts the sequence significantly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (10.14) and a subsequent sharp increase in values, peaking at index 17 (13.14). This is followed by a return to a more stable range. The sequence then shows a sudden drop at index 33 (8.24) and a subsequent recovery. These patterns indicate a combination of drift, sudden spikes, and potential distributional changes. However, the most prominent anomaly is the sudden spike at index 15 and 17, which disrupts the sequence significantly.\nActionID: 12"
+        },
+        "785": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.68, 1.96) starting around index 96, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.68, 1.96) starting around index 96, which deviates from the earlier"
+        },
+        "786": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "787": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "788": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "789": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "790": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the overall trend exhibits a gradual drift downward, deviating from the initial level of fluctuation. This indicates a gradual drift away from the normal level.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the overall trend exhibits a gradual drift downward, deviating from the initial level of fluctuation. This indicates a gradual drift away from the normal level.\nActionID: 11"
+        },
+        "791": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "792": {
+            "Thought": "The time series exhibits a nonlinear pattern with a significant deviation from a linear trend. Initially, the values decrease steadily, then show a sharp drop around index 15, followed by a recovery and a gradual increase. This behavior indicates a nonlinear pattern that breaks the original trend. Additionally, the sequence does not follow a consistent linear or periodic pattern, and the changes in the pattern suggest a machine-system anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with a significant deviation from a linear trend. Initially, the values decrease steadily, then show a sharp drop around index 15, followed by a recovery and a gradual increase. This behavior indicates a nonlinear pattern that breaks the original trend. Additionally, the sequence does not follow a consistent linear or periodic pattern, and the changes in the pattern suggest a machine-system anomaly.\nActionID: 14"
+        },
+        "793": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "794": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with the sequence transitioning into a nonlinear growth pattern. The exponential-like increase in values suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with the sequence transitioning into a nonlinear growth pattern. The exponential-like increase in values suggests a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "795": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (AIOps-Amazon_CloudWatch).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (AIOps-Amazon_CloudWatch).\nActionID: 0"
+        },
+        "796": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "797": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "798": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.38, -1.39). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.38, -1.39). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "799": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and significant deviation with a sharp spike (0.28, 0.66) followed by a steep drop (-0.49, -1.22). This abrupt and extreme fluctuation disrupts the normal pattern of the sequence, indicating a sudden spike anomaly. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and significant deviation with a sharp spike (0.28, 0.66) followed by a steep drop (-0.49, -1.22). This abrupt and extreme fluctuation disrupts the normal pattern of the sequence, indicating a sudden spike anomaly. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+        },
+        "800": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 51, where the values decrease from the range of approximately 140-150 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 51, where the values decrease from the range of approximately 140-150 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "801": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "802": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "803": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "804": {
+            "Thought": "The sequence exhibits a sudden spike at index 23 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 23 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.\nActionID: 12"
+        },
+        "805": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "806": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "807": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "808": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "809": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "810": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, from index 91 onward, there is a significant upward drift in values, peaking at 4.61, followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward drift in the later part, suggesting a Drift Anomaly. Given",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, from index 91 onward, there is a significant upward drift in values, peaking at 4.61, followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward drift in the later part, suggesting a Drift Anomaly. Given"
+        },
+        "811": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.08) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.08) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "812": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 21 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "813": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "814": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "815": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "816": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "817": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 70, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.48, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the sharp spike and drop are clear anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 70, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.48, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the sharp spike and drop are clear anomalies.\nActionID: 12"
+        },
+        "818": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-utilization data, and no significant anomalies are detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-utilization data, and no significant anomalies are detected.\nActionID: 0"
+        },
+        "819": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.38), indicating a sudden spike anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (4.61), followed by a nonlinear pattern of fluctuations, and then a gradual downward drift. This suggests a combination of sudden spike anomaly, nonlinear pattern anomaly, and drift anomaly. However, the dominant anomaly is",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.38), indicating a sudden spike anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (4.61), followed by a nonlinear pattern of fluctuations, and then a gradual downward drift. This suggests a combination of sudden spike anomaly, nonlinear pattern anomaly, and drift anomaly. However, the dominant anomaly is"
+        },
+        "820": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but later shows a gradual upward drift (e.g., 0.1, 0.12, 0.14",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but later shows a gradual upward drift (e.g., 0.1, 0.12, 0.14"
+        },
+        "821": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.\nActionID: 14"
+        },
+        "822": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a drastic drop to -1.3 and -1.56. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a drastic drop to -1.3 and -1.56. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "823": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "824": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "825": {
+            "Thought": "The sequence exhibits a sudden spike at index 56 (value 0.28), which deviates significantly from the surrounding values that generally range between 0.04 and 0.1. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 56 (value 0.28), which deviates significantly from the surrounding values that generally range between 0.04 and 0.1. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "826": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 16 (value 1535.06), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 16 (value 1535.06), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "827": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.08) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.08) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+        },
+        "828": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "829": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "830": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.48, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.48, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,"
+        },
+        "831": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "832": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "833": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 40, where the values increase exponentially. Additionally, there are repeated values (e.g., 1.0 at indices 33 and 34) and a sudden drop at index 41 (value 0.0). These patterns indicate a combination of drift, sudden spike, and nonlinear pattern anomalies.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 40, where the values increase exponentially. Additionally, there are repeated values (e.g., 1.0 at indices 33 and 34) and a sudden drop at index 41 (value 0.0). These patterns indicate a combination of drift, sudden spike, and nonlinear pattern anomalies.\nActionID: 14"
+        },
+        "834": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "835": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "836": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.\nActionID: 12"
+        },
+        "837": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 1538.67), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 1538.67), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "838": {
+            "Thought": "The sequence exhibits a sudden spike in values at index 10 (10.0) and index 11 (10.5), which are significantly higher than the surrounding values that generally range between 3.0 and 5.0. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike in values at index 10 (10.0) and index 11 (10.5), which are significantly higher than the surrounding values that generally range between 3.0 and 5.0. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+        },
+        "839": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+        },
+        "840": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 20, there is a sudden spike to 50.0, which is significantly higher than the surrounding values. This spike disrupts the normal pattern and is followed by a return to the previous range. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 20, there is a sudden spike to 50.0, which is significantly higher than the surrounding values. This spike disrupts the normal pattern and is followed by a return to the previous range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "841": {
+            "Thought": "The time series exhibits a sudden spike in values at index 4 (10.0) and index 11 (10.0), which are significantly higher than the surrounding values. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after. This behavior is characteristic of sudden and temporary disruptions in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden spike in values at index 4 (10.0) and index 11 (10.0), which are significantly higher than the surrounding values. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after. This behavior is characteristic of sudden and temporary disruptions in the sequence.\nActionID: 12"
+        },
+        "842": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "843": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "844": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 56, reaching a peak at index 60 (119.0). This is followed by a rapid decline and a nonlinear pattern of fluctuations, deviating from the original trend. The sequence transitions into a highly irregular pattern with exponential-like growth and decay, breaking the original linear or consistent trend. This indicates a significant nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 56, reaching a peak at index 60 (119.0). This is followed by a rapid decline and a nonlinear pattern of fluctuations, deviating from the original trend. The sequence transitions into a highly irregular pattern with exponential-like growth and decay, breaking the original linear or consistent trend. This indicates a significant nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "845": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "846": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.32, 4.31, 5.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.32, 4.31, 5.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+        },
+        "847": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -1.21 and -1.41 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.51 and subsequent fluctuations. These deviations disrupt the normal ECG pattern, indicating a potential anomaly in the signal. The irregularities are not isolated to a single point but occur in segments, suggesting a Continuous Segment Anomaly.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -1.21 and -1.41 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.51 and subsequent fluctuations. These deviations disrupt the normal ECG pattern, indicating a potential anomaly in the signal. The irregularities are not isolated to a single point but occur in segments, suggesting a Continuous Segment Anomaly.\nActionID: 13"
+        },
+        "848": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 16, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 16, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "849": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "850": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "851": {
+            "Thought": "The value 3.211 at index 17 is a sudden and extreme spike compared to the surrounding values, which generally range between 0.01 and 0.1. This spike disrupts the sequence temporarily before returning to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 3.211 at index 17 is a sudden and extreme spike compared to the surrounding values, which generally range between 0.01 and 0.1. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+        },
+        "852": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "853": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern remains consistent and does not exhibit any significant deviations, disruptions, or irregularities. The fluctuations appear to be within a normal range for IoT-utilization data.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern remains consistent and does not exhibit any significant deviations, disruptions, or irregularities. The fluctuations appear to be within a normal range for IoT-utilization data.\nActionID: 0"
+        },
+        "854": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "855": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "856": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "857": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.08, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.22, -1.42). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.08, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.22, -1.42). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal."
+        },
+        "858": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. Later, at index 77, there is a significant spike (0.22, 0.52, 0.62) followed by a sharp drop to -0.5 and -1.1, indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, with values deviating from the original trend and exhibiting irregular fl",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. Later, at index 77, there is a significant spike (0.22, 0.52, 0.62) followed by a sharp drop to -0.5 and -1.1, indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, with values deviating from the original trend and exhibiting irregular fl"
+        },
+        "859": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "860": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "861": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.64), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nAction",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.64), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nAction"
+        },
+        "862": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+        },
+        "863": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "864": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 52.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 52.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.\nActionID: 3"
+        },
+        "865": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "866": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 51, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 51, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+        },
+        "867": {
+            "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.52), followed by a sharp drop (-0.34, -0.58, -0.69). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event. The sequence then returns to a more stable range, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.52), followed by a sharp drop (-0.34, -0.58, -0.69). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event. The sequence then returns to a more stable range, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "868": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "869": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.\nActionID: 3"
+        },
+        "870": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "871": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "872": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "873": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11651.44) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11651.44) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "874": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.73 at index 47), abrupt drops (e.g., -0.51 at index 48), and a significant deviation in the amplitude of certain segments (e.g., the spike to 1.56 at index 116). These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of abnormal ECG patterns. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 47-50 and 116-120. However, the most prominent anomaly is the sudden spike at",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.73 at index 47), abrupt drops (e.g., -0.51 at index 48), and a significant deviation in the amplitude of certain segments (e.g., the spike to 1.56 at index 116). These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of abnormal ECG patterns. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 47-50 and 116-120. However, the most prominent anomaly is the sudden spike at"
+        },
+        "876": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations around a baseline. However, starting at index 96, there is a sudden and extreme drop to -1.11, followed by a rapid recovery and subsequent large fluctuations. This behavior indicates a sudden and significant deviation from the normal pattern, likely corresponding to an abnormal event in the ECG signal. The extreme drop and recovery suggest a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations around a baseline. However, starting at index 96, there is a sudden and extreme drop to -1.11, followed by a rapid recovery and subsequent large fluctuations. This behavior indicates a sudden and significant deviation from the normal pattern, likely corresponding to an abnormal event in the ECG signal. The extreme drop and recovery suggest a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "877": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "878": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "879": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 33, there is a noticeable downward drift in values, followed by a sudden flatline at 0.0 starting at index 47. This flatline persists for a significant duration, disrupting the normal fluctuations. After the flatline, the sequence resumes with a gradual upward drift, indicating a combination of a sudden flatline anomaly and a drift anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 33, there is a noticeable downward drift in values, followed by a sudden flatline at 0.0 starting at index 47. This flatline persists for a significant duration, disrupting the normal fluctuations. After the flatline, the sequence resumes with a gradual upward drift, indicating a combination of a sudden flatline anomaly and a drift anomaly.\nActionID: 10"
+        },
+        "880": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "881": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 68-73, where the values deviate significantly from the surrounding range. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, where the values deviate from the original trend and exhibit irregular fluctuations, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors points to a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 68-73, where the values deviate significantly from the surrounding range. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, where the values deviate from the original trend and exhibit irregular fluctuations, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors points to a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "882": {
+            "Thought": "The time series initially exhibits a stable pattern with small fluctuations around a baseline, but starting at index 90, there is a sudden and significant spike in values, reaching as high as 0.74. This is followed by a rapid return to the baseline, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly, which is often observed in ECG data due to transient events such as noise or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with small fluctuations around a baseline, but starting at index 90, there is a sudden and significant spike in values, reaching as high as 0.74. This is followed by a rapid return to the baseline, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly, which is often observed in ECG data due to transient events such as noise or artifacts.\nActionID: 12"
+        },
+        "883": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "884": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Furthermore, the nonlinear growth pattern observed from index 115 to 123, where the values increase exponentially, indicates a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Furthermore, the nonlinear growth pattern observed from index 115 to 123, where the values increase exponentially, indicates a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID"
+        },
+        "885": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 23 (value 1.06), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations with no clear pattern, and there are segments of repeated values (e.g., 1.36 from index 33 to 36 and 1.38 from index 56 to 59). Additionally, there are abrupt changes in the statistical properties of the sequence, such as the mean and variance, indicating a significant shift in the data's behavior. These characteristics suggest a combination of anomalies, including a Sudden S",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 23 (value 1.06), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations with no clear pattern, and there are segments of repeated values (e.g., 1.36 from index 33 to 36 and 1.38 from index 56 to 59). Additionally, there are abrupt changes in the statistical properties of the sequence, such as the mean and variance, indicating a significant shift in the data's behavior. These characteristics suggest a combination of anomalies, including a Sudden S",
+            "ParseError": "unrecognized_action_id"
+        },
+        "886": {
+            "Thought": "The sequence exhibits a sudden and abrupt transition to a flatline of zeros starting at index 56, which disrupts the normal fluctuations observed earlier in the time series. This flatline persists for a significant duration, indicating a loss of normal sensor activity or a malfunction.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt transition to a flatline of zeros starting at index 56, which disrupts the normal fluctuations observed earlier in the time series. This flatline persists for a significant duration, indicating a loss of normal sensor activity or a malfunction.\nActionID: 10"
+        },
+        "887": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "888": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "889": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "890": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around indices 64 to 67, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around indices 64 to 67, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "891": {
+            "Thought": "The sequence exhibits a sudden flatline anomaly starting at index 30, where the values abruptly transition to a flatline of 0.0, disrupting the normal fluctuations observed earlier in the sequence. This flatline persists for a significant duration before returning to normal fluctuations.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline anomaly starting at index 30, where the values abruptly transition to a flatline of 0.0, disrupting the normal fluctuations observed earlier in the sequence. This flatline persists for a significant duration before returning to normal fluctuations.\nActionID: 10"
+        },
+        "892": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44, -0.92, -0.93), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.99, 1.5, 2.11, 2.56, 2.96) starting around index 96, which deviates",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44, -0.92, -0.93), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.99, 1.5, 2.11, 2.56, 2.96) starting around index 96, which deviates"
+        },
+        "893": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "894": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 13, the value 12.0 is a sudden spike that significantly deviates from the surrounding values. Additionally, at index 19, the value 17.0 is another sudden spike. These spikes are isolated and disrupt the normal fluctuation pattern of the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 13, the value 12.0 is a sudden spike that significantly deviates from the surrounding values. Additionally, at index 19, the value 17.0 is another sudden spike. These spikes are isolated and disrupt the normal fluctuation pattern of the sequence.\nActionID: 12"
+        },
+        "895": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 90, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 90, which deviates from the earlier"
+        },
+        "896": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 24, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 24, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "897": {
+            "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 30, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 46. These abrupt changes in the sequence indicate a significant deviation from the expected pattern, suggesting a nonlinear behavior. The sequence does not follow a consistent linear or periodic trend, and the sharp drops and recoveries disrupt the overall pattern. This behavior is characteristic of a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 30, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 46. These abrupt changes in the sequence indicate a significant deviation from the expected pattern, suggesting a nonlinear behavior. The sequence does not follow a consistent linear or periodic trend, and the sharp drops and recoveries disrupt the overall pattern. This behavior is characteristic of a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "898": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 86, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.48, -0.72, -0.73), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 86, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.48, -0.72, -0.73), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.\nActionID: 12"
+        },
+        "899": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "900": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.52, 1.78, 2.02) starting around index 90, which deviates from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.52, 1.78, 2.02) starting around index 90, which deviates from the earlier trend, indicating a Non"
+        },
+        "901": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "902": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "903": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.59, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.59, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "904": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "905": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "906": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.46, 0.5, 0.62, 0.74, 0.82, 0.92, 1.08, 1.28, 1.44,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.46, 0.5, 0.62, 0.74, 0.82, 0.92, 1.08, 1.28, 1.44,"
+        },
+        "907": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "908": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 53, there is a significant outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is another sharp drop (e.g., -0.2, -0.22, -0.23) and",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 53, there is a significant outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is another sharp drop (e.g., -0.2, -0.22, -0.23) and",
+            "ParseError": "unrecognized_action_id"
+        },
+        "909": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.66 at index 11 and -0.66 at index 12), abrupt changes in amplitude, and a nonlinear pattern in certain segments (e.g., the rapid rise and fall around indices 80-90). These disruptions deviate significantly from the expected ECG pattern, indicating a potential anomaly in the sequence. The presence of these irregularities suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.66 at index 11 and -0.66 at index 12), abrupt changes in amplitude, and a nonlinear pattern in certain segments (e.g., the rapid rise and fall around indices 80-90). These disruptions deviate significantly from the expected ECG pattern, indicating a potential anomaly in the sequence. The presence of these irregularities suggests a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "910": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at 1.24 for a short segment (from index 23 to 25), which disrupts the otherwise smooth trend. This repeated value anomaly is evident in the stabilization of the sequence.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at 1.24 for a short segment (from index 23 to 25), which disrupts the otherwise smooth trend. This repeated value anomaly is evident in the stabilization of the sequence.\nActionID: 9"
+        },
+        "911": {
+            "Thought": "The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "912": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a sudden flatline at 1.36 from index 13 to 15, disrupting the normal fluctuations. Afterward, the sequence resumes with fluctuations but exhibits irregularities in the latter part, including a sudden drop to 0.0 at index 59, which is an extreme outlier compared to the surrounding values. This indicates a combination of a sudden flatline anomaly and an amplitude anomaly. However, the most prominent anomaly is the sudden flatline.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden flatline at 1.36 from index 13 to 15, disrupting the normal fluctuations. Afterward, the sequence resumes with fluctuations but exhibits irregularities in the latter part, including a sudden drop to 0.0 at index 59, which is an extreme outlier compared to the surrounding values. This indicates a combination of a sudden flatline anomaly and an amplitude anomaly. However, the most prominent anomaly is the sudden flatline.\nActionID: 10"
+        },
+        "913": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier trend, indicating a Non"
+        },
+        "914": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "915": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 40, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 40, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "916": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting from index 41, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting from index 41, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.\nActionID: 4"
+        },
+        "917": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "918": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with environmental sensor data where drift may occur due to sensor calibration issues or environmental changes.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with environmental sensor data where drift may occur due to sensor calibration issues or environmental changes.\nActionID: 11"
+        },
+        "919": {
+            "Thought": "The time series initially exhibits a decreasing trend, followed by a sudden and sharp increase starting at index 33, where the values rise dramatically to a peak (e.g., 10.0, 10.25, 10.5, 10.75, 11.0, 11.25). This is followed by a gradual decline and stabilization. The sharp increase and subsequent stabilization indicate a significant deviation from the original trend, suggesting a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a decreasing trend, followed by a sudden and sharp increase starting at index 33, where the values rise dramatically to a peak (e.g., 10.0, 10.25, 10.5, 10.75, 11.0, 11.25). This is followed by a gradual decline and stabilization. The sharp increase and subsequent stabilization indicate a significant deviation from the original trend, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "920": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "921": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "922": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "923": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.08) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.08) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom"
+        },
+        "924": {
+            "Thought": "The value 50.2 at index 10 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 35-39. This isolated spike disrupts the normal pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 10 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 35-39. This isolated spike disrupts the normal pattern of the sequence.\nActionID: 1"
+        },
+        "925": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1235.05 to -1055.05, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1235.05 to -1055.05, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "926": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.11, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.11), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.11, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.11), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "927": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "928": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "929": {
+            "Thought": "The time series exhibits a repeating pattern where the values oscillate between a decreasing trend and a flatline near zero. However, the sequence does not follow a consistent pattern, and the oscillations are irregular, indicating a disruption in the expected behavior. This suggests a pattern change in the sequence.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern where the values oscillate between a decreasing trend and a flatline near zero. However, the sequence does not follow a consistent pattern, and the oscillations are irregular, indicating a disruption in the expected behavior. This suggests a pattern change in the sequence.\nActionID: 7"
+        },
+        "930": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "931": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 96,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 96,"
+        },
+        "932": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "933": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "934": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "935": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "936": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "937": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "938": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1355.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1355.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "939": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "940": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "941": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28, followed by a rapid recovery and subsequent large fluctuations. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28, followed by a rapid recovery and subsequent large fluctuations. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "942": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "943": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "944": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.28, 1.48, 1.68, 1.96, 2.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.28, 1.48, 1.68, 1.96, 2."
+        },
+        "945": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.47, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.47, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "946": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "947": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "948": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "949": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "950": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "951": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.\nActionID: 0"
+        },
+        "952": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "953": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "954": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "955": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a rapid recovery and subsequent large oscillations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the baseline, which could also suggest a disruption in the ECG signal. However, the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a rapid recovery and subsequent large oscillations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the baseline, which could also suggest a disruption in the ECG signal. However, the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "956": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "957": {
+            "Thought": "The sequence initially fluctuates around a higher range (approximately 40-50) but then abruptly drops to a lower range (approximately 25-30) starting at index 10. This indicates a significant and sustained shift in the statistical properties, such as the mean and variance, of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a higher range (approximately 40-50) but then abruptly drops to a lower range (approximately 25-30) starting at index 10. This indicates a significant and sustained shift in the statistical properties, such as the mean and variance, of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "958": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, from index 96 onward, there is a significant upward drift in values, peaking at 3.81, followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, from index 96 onward, there is a significant upward drift in values, peaking at 3.81, followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given"
+        },
+        "959": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "960": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "961": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "962": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.01) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.01) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+        },
+        "963": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and significant drop in values, followed by a recovery, which could indicate a Sudden Spike Anomaly. Additionally, the segment from index 83 to 90 shows a sharp increase in values, peaking at 2.0, which deviates from the surrounding pattern, suggesting a Continuous Segment Anomaly. Furthermore, the overall pattern of the sequence appears to change significantly in certain regions, such as the transition from a relatively stable pattern to a more fluctuating one, indicating a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and significant drop in values, followed by a recovery, which could indicate a Sudden Spike Anomaly. Additionally, the segment from index 83 to 90 shows a sharp increase in values, peaking at 2.0, which deviates from the surrounding pattern, suggesting a Continuous Segment Anomaly. Furthermore, the overall pattern of the sequence appears to change significantly in certain regions, such as the transition from a relatively stable pattern to a more fluctuating one, indicating a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or"
+        },
+        "964": {
+            "Thought": "The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (55.5, 60.1, 60.8, 63.8, 65.8, 66.8, 68.8, 70.8, 73.8). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (55.5, 60.1, 60.8, 63.8, 65.8, 66.8, 68.8, 70.8, 73.8). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "965": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "966": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+        },
+        "967": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "968": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 2.0, 3.61, 4.31), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 2.0, 3.61, 4.31), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic"
+        },
+        "969": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 21, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "970": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "971": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "972": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "973": {
+            "Thought": "The time series exhibits a sudden and significant deviation in amplitude starting at index 68, where the values rapidly increase to a peak of 2.21 and then gradually decrease. This is followed by a return to a more stable range. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal range and then stabilizes. Additionally, the pattern of the sequence before and after the spike is consistent, suggesting the anomaly is localized.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude starting at index 68, where the values rapidly increase to a peak of 2.21 and then gradually decrease. This is followed by a return to a more stable range. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal range and then stabilizes. Additionally, the pattern of the sequence before and after the spike is consistent, suggesting the anomaly is localized.\nActionID: 12"
+        },
+        "974": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.08) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.08) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "975": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "976": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, there is a sudden flatline of zeros, disrupting the normal pattern. Following this, intermittent zeros and negative values appear, indicating a disruption in the sensor's readings. The flatline and intermittent zeros suggest a Sudden Flatline Anomaly, while the intermittent negative values could indicate a Sparse Anomaly. However, the dominant anomaly is the sudden flatline.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, there is a sudden flatline of zeros, disrupting the normal pattern. Following this, intermittent zeros and negative values appear, indicating a disruption in the sensor's readings. The flatline and intermittent zeros suggest a Sudden Flatline Anomaly, while the intermittent negative values could indicate a Sparse Anomaly. However, the dominant anomaly is the sudden flatline.\nActionID: 10"
+        },
+        "977": {
+            "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 34 to 40). However, starting at index 46, there is a sudden and significant increase in values, with a sharp rise to 52.21, followed by a new higher range (approximately 45 to 55). This indicates a sudden change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 34 to 40). However, starting at index 46, there is a sudden and significant increase in values, with a sharp rise to 52.21, followed by a new higher range (approximately 45 to 55). This indicates a sudden change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "978": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "979": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "980": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations and irregularities. The abrupt transition from a flatline to active readings suggests a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations and irregularities. The abrupt transition from a flatline to active readings suggests a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "981": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "982": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 16, there is a gradual and consistent downward drift in the values, reaching a low point around index 29. Afterward, the values begin to recover and fluctuate again, but the overall trend shows a clear deviation from the original stable range, indicating a gradual drift away from the normal level. This behavior is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 16, there is a gradual and consistent downward drift in the values, reaching a low point around index 29. Afterward, the values begin to recover and fluctuate again, but the overall trend shows a clear deviation from the original stable range, indicating a gradual drift away from the normal level. This behavior is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "983": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.41), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.38), indicating a sudden spike anomaly. Additionally, the segment from index 7 to 10 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Later in the sequence, starting around index 70, there is a nonlinear increase in values, peaking at index 75 (2.01), followed by a gradual decline, indicating a nonlinear pattern anomaly. These anomalies disrupt the",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.41), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.38), indicating a sudden spike anomaly. Additionally, the segment from index 7 to 10 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Later in the sequence, starting around index 70, there is a nonlinear increase in values, peaking at index 75 (2.01), followed by a gradual decline, indicating a nonlinear pattern anomaly. These anomalies disrupt the"
+        },
+        "984": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "985": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 23, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 23, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+        },
+        "986": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 40.25), which deviates sharply from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 40.25), which deviates sharply from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "987": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11, 2.38, 2.56) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11, 2.38, 2.56) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in"
+        },
+        "988": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "989": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.34, 1.56, 1.72, 1.96, 2.08, 2.28) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.34, 1.56, 1.72, 1.96, 2.08, 2.28) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the"
+        },
+        "990": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "991": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.06, 0.07, 0.08) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.06, 0.07, 0.08) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "992": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier"
+        },
+        "993": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data as it may signify a significant cardiac event.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data as it may signify a significant cardiac event.\nActionID: 12"
+        },
+        "994": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.28, 1.48, 1.68, 1.96, 2.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.28, 1.48, 1.68, 1.96, 2."
+        },
+        "995": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "996": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 11 (value 50.21), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 11 (value 50.21), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "997": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -0.71 and -0.83 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.46 and 0.63 around index 85-86, which disrupt the normal fluctuation pattern. These deviations are not isolated but occur in continuous segments, indicating a disruption in the expected ECG pattern. This suggests a Continuous Segment Anomaly.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -0.71 and -0.83 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.46 and 0.63 around index 85-86, which disrupt the normal fluctuation pattern. These deviations are not isolated but occur in continuous segments, indicating a disruption in the expected ECG pattern. This suggests a Continuous Segment Anomaly.\nActionID: 13"
+        },
+        "998": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.\nActionID: 0"
+        },
+        "999": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "1000": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 18, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 18, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "1001": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 63, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 63, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "1002": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1003": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a flatline segment (e.g., 0.0, 0.0, -0.01, -0.01). Later, there is a nonlinear pattern of exponential growth (e.g., 0.92, 1.64, 2.92, 4.31) and subsequent decay. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of ECG anom",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a flatline segment (e.g., 0.0, 0.0, -0.01, -0.01). Later, there is a nonlinear pattern of exponential growth (e.g., 0.92, 1.64, 2.92, 4.31) and subsequent decay. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of ECG anom"
+        },
+        "1004": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 143.35 to 10.0, followed by a recovery to 115.0, and then another drop to 10.0. Additionally, there are abrupt changes in the mean and variance, such as the transition from 143.35 to 10.0 and back to 115.0. These abrupt changes indicate a disruption in the statistical properties of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 143.35 to 10.0, followed by a recovery to 115.0, and then another drop to 10.0. Additionally, there are abrupt changes in the mean and variance, such as the transition from 143.35 to 10.0 and back to 115.0. These abrupt changes indicate a disruption in the statistical properties of the sequence.\nActionID: 4"
+        },
+        "1005": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.86, 1.08, 1.32, 1.52, 1.76, 2.08,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.86, 1.08, 1.32, 1.52, 1.76, 2.08,"
+        },
+        "1006": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "1007": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 at index 114. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 at index 114. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "1008": {
+            "Thought": "The time series exhibits a consistent and smooth fluctuation pattern with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth fluctuation pattern with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1009": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1010": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1011": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 27, where the values decrease sharply from 112.0 to 86.0 and then further to 74.0 and 70.0. This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 27, where the values decrease sharply from 112.0 to 86.0 and then further to 74.0 and 70.0. This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly.\nActionID: 12"
+        },
+        "1012": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 56-59, where the sequence transitions from relatively small fluctuations to extreme values such as 0.25, 0.65, -0.65, and -1.31. This abrupt change disrupts the normal pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 56-59, where the sequence transitions from relatively small fluctuations to extreme values such as 0.25, 0.65, -0.65, and -1.31. This abrupt change disrupts the normal pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+        },
+        "1013": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "1014": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around a consistent range (approximately 30-35). However, starting at index 27, there is a noticeable upward shift in the values, with the sequence reaching higher levels (approximately 37-42). This indicates a significant change in the statistical properties, such as the mean and variance, suggesting an abrupt shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around a consistent range (approximately 30-35). However, starting at index 27, there is a noticeable upward shift in the values, with the sequence reaching higher levels (approximately 37-42). This indicates a significant change in the statistical properties, such as the mean and variance, suggesting an abrupt shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "1015": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.41, indicating a Sudden Spike Anomaly. Additionally, the segment from index 80 to 90 shows a significant upward drift, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain, these anomal",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.41, indicating a Sudden Spike Anomaly. Additionally, the segment from index 80 to 90 shows a significant upward drift, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain, these anomal"
+        },
+        "1016": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1017": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1558.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1558.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1018": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 2.06, 2.48, 2.76) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 2.06, 2.48, 2.76) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also"
+        },
+        "1019": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 21 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1020": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values steadily decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values steadily decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1021": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "1022": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1023": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 19, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 19, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1024": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 98 (value 0.28) and a subsequent sharp drop to -0.68 at index 99, followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a significant anomaly. Given the domain of Healthcare-ECG, this could represent an abnormal cardiac event such as a sudden arrhythmia or artifact.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 98 (value 0.28) and a subsequent sharp drop to -0.68 at index 99, followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a significant anomaly. Given the domain of Healthcare-ECG, this could represent an abnormal cardiac event such as a sudden arrhythmia or artifact.\nActionID: 12"
+        },
+        "1025": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.51) followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68), which disrupts the normal fluctuation pattern. Additionally, there is a significant nonlinear pattern starting around index 85, where the values increase rapidly to a peak (1.61) and then decrease, deviating from the original trend. This suggests a combination of sudden spikes and nonlinear changes in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.51) followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68), which disrupts the normal fluctuation pattern. Additionally, there is a significant nonlinear pattern starting around index 85, where the values increase rapidly to a peak (1.61) and then decrease, deviating from the original trend. This suggests a combination of sudden spikes and nonlinear changes in the sequence.\nActionID: 14"
+        },
+        "1026": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 56 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 56.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 56 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 56.\nActionID: 12"
+        },
+        "1027": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+        },
+        "1028": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.49, -0.72, -0.73), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.49, -0.72, -0.73), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.\nActionID: 12"
+        },
+        "1029": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1030": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "1031": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 8 to 10, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 8 to 10, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "1032": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "1033": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.12, 0.13, 0.14) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.12, 0.13, 0.14) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "1034": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "1035": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "1036": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "1037": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "1038": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 17 and 0.26 at index 59), abrupt drops (e.g., -0.02 at index 18 and -0.03 at index 58), and segments of fluctuating values that deviate from the expected pattern. These anomalies disrupt the normal behavior of the sequence, indicating a combination of sudden spikes and continuous deviations. However, the most prominent anomaly is the sudden spike at index 17, which stands out significantly from the surrounding values.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 17 and 0.26 at index 59), abrupt drops (e.g., -0.02 at index 18 and -0.03 at index 58), and segments of fluctuating values that deviate from the expected pattern. These anomalies disrupt the normal behavior of the sequence, indicating a combination of sudden spikes and continuous deviations. However, the most prominent anomaly is the sudden spike at index 17, which stands out significantly from the surrounding values.\nActionID: 12"
+        },
+        "1039": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 11.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, indicating sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 11.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, indicating sporadic anomalies.\nActionID: 8"
+        },
+        "1040": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "1041": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 10, where the value (-125.9) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 10, where the value (-125.9) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.\nActionID: 4"
+        },
+        "1042": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1043": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1044": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 33 to 37, where the sequence transitions from a relatively stable range to a sharp decline, followed by a recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 33 to 37, where the sequence transitions from a relatively stable range to a sharp decline, followed by a recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern.\nActionID: 12"
+        },
+        "1045": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "1046": {
+            "Thought": "The sequence exhibits a sudden spike at index 53 (value 43.25), which significantly deviates from the surrounding values that generally range between 33 and 39. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 53 (value 43.25), which significantly deviates from the surrounding values that generally range between 33 and 39. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.\nActionID: 12"
+        },
+        "1047": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1048": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 31, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the time series. After this drop, the sequence resumes with values that are lower than the initial range, but the flatline at index 31 is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 31, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the time series. After this drop, the sequence resumes with values that are lower than the initial range, but the flatline at index 31 is the most prominent anomaly.\nActionID: 10"
+        },
+        "1049": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.52, 0.68, 0.84, 1.04, 1.28, 1.48,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.52, 0.68, 0.84, 1.04, 1.28, 1.48,"
+        },
+        "1050": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 41, there is a significant outlier (-1.11), followed by a recovery and a gradual upward drift. Later, starting around index 91, there is a nonlinear growth pattern, with values increasing exponentially before stabilizing and then declining. This sequence contains a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, with the most prominent being the nonlinear growth pattern.\nAction",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 41, there is a significant outlier (-1.11), followed by a recovery and a gradual upward drift. Later, starting around index 91, there is a nonlinear growth pattern, with values increasing exponentially before stabilizing and then declining. This sequence contains a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, with the most prominent being the nonlinear growth pattern.\nAction"
+        },
+        "1051": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.21) and a subsequent sharp drop at index 97 (value -0.48), which significantly deviate from the surrounding values. This indicates a sudden and temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.21) and a subsequent sharp drop at index 97 (value -0.48), which significantly deviate from the surrounding values. This indicates a sudden and temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1052": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values at index 3 (11.0 to 7.0), which deviates from the surrounding pattern. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 3 (11.0 to 7.0), which deviates from the surrounding pattern. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1053": {
+            "Thought": "The value 40.2 at index 22 significantly deviates from the surrounding data points, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 40.2 at index 22 significantly deviates from the surrounding data points, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "1054": {
+            "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+        },
+        "1055": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "1056": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent oscillations. This behavior deviates from any linear or periodic pattern, indicating a nonlinear growth and decay pattern. The sequence does not follow a predictable trend, and the exponential-like growth and subsequent decline suggest a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent oscillations. This behavior deviates from any linear or periodic pattern, indicating a nonlinear growth and decay pattern. The sequence does not follow a predictable trend, and the exponential-like growth and subsequent decline suggest a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1057": {
+            "Thought": "The value 12852.0 at index 11 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 12852.0 at index 11 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+        },
+        "1058": {
+            "Thought": "The sequence exhibits a gradual downward drift in values, starting from approximately 6.94 and decreasing to around 5.06. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, starting from approximately 6.94 and decreasing to around 5.06. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data.\nActionID: 11"
+        },
+        "1059": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1060": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1061": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1062": {
+            "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline at -0.01 from index 13 to 16, and then transitions into a fluctuating pattern with repeated values (e.g., -0.01, -0.02) disrupting the normal fluctuation pattern. This indicates a combination of anomalies, including a sudden flatline and repeated value anomalies. However, the repeated values dominate the latter part of the sequence, making it the primary anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline at -0.01 from index 13 to 16, and then transitions into a fluctuating pattern with repeated values (e.g., -0.01, -0.02) disrupting the normal fluctuation pattern. This indicates a combination of anomalies, including a sudden flatline and repeated value anomalies. However, the repeated values dominate the latter part of the sequence, making it the primary anomaly.\nActionID: 9"
+        },
+        "1063": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop into negative values (e.g., -0.02, -0.04). At index 59, there is a significant spike (0.62) followed by a sharp drop (-0.44, -0.72), indicating sudden spikes and drops. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.92, 1",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop into negative values (e.g., -0.02, -0.04). At index 59, there is a significant spike (0.62) followed by a sharp drop (-0.44, -0.72), indicating sudden spikes and drops. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.92, 1",
+            "ParseError": "unrecognized_action_id"
+        },
+        "1064": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "1065": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 4 (value 100.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 4 (value 100.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1066": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 19, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 19, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1067": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -1.0 to -0.1), followed by a sudden spike in values (e.g., 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1,",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -1.0 to -0.1), followed by a sudden spike in values (e.g., 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1,"
+        },
+        "1068": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 27 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+        },
+        "1069": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1070": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.4, -1.69, -1.11, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.4 to -1.11), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.4, -1.69, -1.11, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.4 to -1.11), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "1071": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 27, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 27, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+        },
+        "1072": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1073": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1074": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1075": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (10.0) and a sharp increase to 20.0 at index 16. This is followed by a nonlinear growth pattern starting at index 17, where the values increase exponentially, peaking at 32.0 at index 20. Afterward, the sequence transitions into a nonlinear decline, with values decreasing in a nonlinear manner. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes, disrupting the original trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (10.0) and a sharp increase to 20.0 at index 16. This is followed by a nonlinear growth pattern starting at index 17, where the values increase exponentially, peaking at 32.0 at index 20. Afterward, the sequence transitions into a nonlinear decline, with values decreasing in a nonlinear manner. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes, disrupting the original trend.\nActionID: 14"
+        },
+        "1076": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "1077": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1078": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.42, 3.08, 3.48) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.42, 3.08, 3.48) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "1079": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1080": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there are intermittent repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern. Later, the sequence transitions into a flatline of zeros (e.g., 0.0, 0.0, 0.0) for an extended period, losing normal fluctuations. This is followed by a sudden spike in values (e.g., 1.36, 1.38, 1.42, 1.44) and then a return to a more stable pattern. The combination of repeated values, flatline behavior, and sudden spikes indicates a complex",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are intermittent repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern. Later, the sequence transitions into a flatline of zeros (e.g., 0.0, 0.0, 0.0) for an extended period, losing normal fluctuations. This is followed by a sudden spike in values (e.g., 1.36, 1.38, 1.42, 1.44) and then a return to a more stable pattern. The combination of repeated values, flatline behavior, and sudden spikes indicates a complex"
+        },
+        "1081": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.92, -1.42). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.92, -1.42). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1082": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "1083": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1084": {
+            "Thought": "The sequence initially exhibits a gradual upward trend, followed by a sudden and sharp increase in values starting at index 10, peaking at index 13 (1.04), and then returning to a more stable range. This sudden spike disrupts the normal pattern of the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual upward trend, followed by a sudden and sharp increase in values starting at index 10, peaking at index 13 (1.04), and then returning to a more stable range. This sudden spike disrupts the normal pattern of the sequence.\nActionID: 12"
+        },
+        "1085": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a sharp drop and subsequent irregular fluctuations. This indicates a disruption in the statistical properties of the sequence, likely due to a change in the underlying process generating the data. The abrupt shift in mean and variance suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a sharp drop and subsequent irregular fluctuations. This indicates a disruption in the statistical properties of the sequence, likely due to a change in the underlying process generating the data. The abrupt shift in mean and variance suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "1086": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 87 (-1.18) and index 88 (-1.38), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 87 (-1.18) and index 88 (-1.38), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "1087": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 34 (-1.28) and index 35 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 34 to 39 and the sharp positive spike at index 91 (1.09). These patterns suggest a combination of sudden spike anomalies and continuous segment anomalies. However, the most prominent anomaly is the sudden spike at index 34 and 35.\nAction",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 34 (-1.28) and index 35 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 34 to 39 and the sharp positive spike at index 91 (1.09). These patterns suggest a combination of sudden spike anomalies and continuous segment anomalies. However, the most prominent anomaly is the sudden spike at index 34 and 35.\nAction"
+        },
+        "1088": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36, 1.38, 1.36) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36, 1.38, 1.36) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.\nActionID: 10"
+        },
+        "1089": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Later, starting around index 70, there is a significant upward drift in values, peaking at index 75 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Later, starting around index 70, there is a significant upward drift in values, peaking at index 75 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nActionID:"
+        },
+        "1090": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 100.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The drift is not abrupt but rather progressive, which is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 100.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The drift is not abrupt but rather progressive, which is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "1091": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.18), indicating sudden spikes and drops. Later, starting around index 74, there is a significant upward drift in values, peaking at index 77 (4.01), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.18), indicating sudden spikes and drops. Later, starting around index 74, there is a significant upward drift in values, peaking at index 77 (4.01), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+        },
+        "1092": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 39 (-1.38) and index 40 (-1.59), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 39 to 43 and the abrupt positive spike at index 115 (0.44). These patterns suggest a combination of sudden spike anomalies and continuous segment anomalies. However, the most prominent anomaly is the sudden spike at index 39 and index 40",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 39 (-1.38) and index 40 (-1.59), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 39 to 43 and the abrupt positive spike at index 115 (0.44). These patterns suggest a combination of sudden spike anomalies and continuous segment anomalies. However, the most prominent anomaly is the sudden spike at index 39 and index 40"
+        },
+        "1093": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+        },
+        "1094": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 100 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 100 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1095": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.64, 0.72, 0.84, 0.92, 1.08, 1.28,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.64, 0.72, 0.84, 0.92, 1.08, 1.28,"
+        },
+        "1096": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 39, there is a noticeable shift in the statistical properties, with the values increasing more rapidly and deviating from the earlier stable range. This indicates an abrupt change in the mean and variance of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 39, there is a noticeable shift in the statistical properties, with the values increasing more rapidly and deviating from the earlier stable range. This indicates an abrupt change in the mean and variance of the sequence.\nActionID: 4"
+        },
+        "1097": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 11 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 11 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1098": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, starting around 13.06 and decreasing to approximately 11.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data. The values do not return to the original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, starting around 13.06 and decreasing to approximately 11.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data. The values do not return to the original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "1099": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from around -1255.0 to -1379.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from around -1255.0 to -1379.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "1100": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden"
+        },
+        "1101": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors"
+        },
+        "1102": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 39, there is a noticeable downward trend, with values gradually decreasing and stabilizing at a lower range (approximately 4.0 to 4.5). This indicates a gradual drift away from the original level, suggesting a systematic deviation over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 39, there is a noticeable downward trend, with values gradually decreasing and stabilizing at a lower range (approximately 4.0 to 4.5). This indicates a gradual drift away from the original level, suggesting a systematic deviation over time.\nActionID: 11"
+        },
+        "1103": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 80, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.42, -1.43), which is highly unusual for an ECG signal. This is indicative of a sudden spike anomaly, as the values deviate significantly from the expected range and return to a more stable pattern afterward.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 80, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.42, -1.43), which is highly unusual for an ECG signal. This is indicative of a sudden spike anomaly, as the values deviate significantly from the expected range and return to a more stable pattern afterward.\nActionID: 12"
+        },
+        "1104": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 41 (value 0.56) followed by a sharp drop at index 42 (value -0.48) and index 43 (value -0.78), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden increase in amplitude around index 96 (value 0.72) and subsequent fluctuations. These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 41 (value 0.56) followed by a sharp drop at index 42 (value -0.48) and index 43 (value -0.78), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden increase in amplitude around index 96 (value 0.72) and subsequent fluctuations. These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 12"
+        },
+        "1105": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "1106": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1107": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 47, there is a significant nonlinear increase, peaking at index 53, and then a sharp decline. Later, starting at index 93, there is a gradual upward drift, followed by a nonlinear increase and a sudden spike at the end. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the most prominent anomaly is the nonlinear",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 47, there is a significant nonlinear increase, peaking at index 53, and then a sharp decline. Later, starting at index 93, there is a gradual upward drift, followed by a nonlinear increase and a sudden spike at the end. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the most prominent anomaly is the nonlinear"
+        },
+        "1108": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "1109": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 10.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 30 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 10.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 30 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+        },
+        "1110": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 30 and 36, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a sudden drop at index 56 (value 0.0). The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 30 and 36, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a sudden drop at index 56 (value 0.0). The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies.\nActionID: 14"
+        },
+        "1111": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.21), followed by a recovery to a stable pattern. Later, there is another significant spike and drop (e.g., 0.6 to 1.9 to 2.39 to 2.52 to 2.64 to 2.72 to 2.84 to 3.06 to 3.11 to 3.21 to 3.31 to 3.41 to 3.51 to 3.61 to 3.71",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.21), followed by a recovery to a stable pattern. Later, there is another significant spike and drop (e.g., 0.6 to 1.9 to 2.39 to 2.52 to 2.64 to 2.72 to 2.84 to 3.06 to 3.11 to 3.21 to 3.31 to 3.41 to 3.51 to 3.61 to 3.71"
+        },
+        "1112": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "1113": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant nonlinear increase, peaking at index 43, and then a sharp decline. Later, starting at index 87, there is a gradual upward drift, followed by a nonlinear increase and a sudden spike at index 93. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the dominant anomaly is the non",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant nonlinear increase, peaking at index 43, and then a sharp decline. Later, starting at index 87, there is a gradual upward drift, followed by a nonlinear increase and a sudden spike at index 93. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the dominant anomaly is the non"
+        },
+        "1114": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop into negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.33) followed by a sharp drop (-0.33, -0.59), indicating sudden spikes and drops. Later, starting at index 100, there is a nonlinear growth pattern (e.g., 0.",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop into negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.33) followed by a sharp drop (-0.33, -0.59), indicating sudden spikes and drops. Later, starting at index 100, there is a nonlinear growth pattern (e.g., 0.",
+            "ParseError": "unrecognized_action_id"
+        },
+        "1115": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.9, 3.21, 3.68, 4.31) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.9, 3.21, 3.68, 4.31) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "1116": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 24 (-1.18) and index 25 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 24 (-1.18) and index 25 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1117": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 72, where the value drops sharply to -1.11 and then further to -1.41, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no consistent long-term trend or pattern disruption beyond this isolated event.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 72, where the value drops sharply to -1.11 and then further to -1.41, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no consistent long-term trend or pattern disruption beyond this isolated event.\nActionID: 12"
+        },
+        "1118": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop at index 13 (from 1.0 to 0.88), which disrupts the overall pattern. After this drop, the sequence stabilizes at a lower range and exhibits fluctuations around a new level. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, at a specific point.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop at index 13 (from 1.0 to 0.88), which disrupts the overall pattern. After this drop, the sequence stabilizes at a lower range and exhibits fluctuations around a new level. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, at a specific point.\nActionID: 4"
+        },
+        "1119": {
+            "Thought": "The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (55.5, 56.5, 58.5, 60.5, 63.5). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (55.5, 56.5, 58.5, 60.5, 63.5). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "1120": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1121": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend.\nActionID: 14"
+        },
+        "1122": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 46, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 46, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1123": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline and stabilization at a lower range. This indicates a significant change in the statistical properties, such as the mean and variance, at certain points in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline and stabilization at a lower range. This indicates a significant change in the statistical properties, such as the mean and variance, at certain points in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "1124": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.24). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.92, 3.68) starting around index 116, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.24). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.92, 3.68) starting around index 116, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities"
+        },
+        "1125": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 8 to 10, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 8 to 10, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "1126": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 at index 13, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 85 shows a significant upward drift, peaking at 2.52, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable pattern and back, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain,",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 at index 13, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 85 shows a significant upward drift, peaking at 2.52, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable pattern and back, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain,"
+        },
+        "1127": {
+            "Thought": "The sequence contains isolated anomalous patterns, such as sudden spikes (e.g., 1.0, 2.0, 3.0) and intermittent flatline segments (e.g., 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains isolated anomalous patterns, such as sudden spikes (e.g., 1.0, 2.0, 3.0) and intermittent flatline segments (e.g., 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0"
+        },
+        "1128": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG"
+        },
+        "1129": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1130": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 19 (value 50.21), which deviates sharply from the surrounding values that generally range between 30 and 37. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 19 (value 50.21), which deviates sharply from the surrounding values that generally range between 30 and 37. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1131": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 21 (value 0.28) followed by a sharp drop at index 23 (value -0.38), indicating a Sudden Spike Anomaly. Later, starting around index 87, there is a significant upward drift in values, peaking at index 93 (value 1.5), followed by a gradual decline, which suggests a Drift Anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87 to 93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 21 (value 0.28) followed by a sharp drop at index 23 (value -0.38), indicating a Sudden Spike Anomaly. Later, starting around index 87, there is a significant upward drift in values, peaking at index 93 (value 1.5), followed by a gradual decline, which suggests a Drift Anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87 to 93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively"
+        },
+        "1132": {
+            "Thought": "The time series exhibits a repeating pattern where the values initially decrease, then increase, and then decrease again. However, there are segments where the pattern deviates slightly, such as the segment around index 20-25 where the values drop more sharply and remain lower for a longer period compared to the earlier patterns. This indicates a disruption in the expected periodic behavior.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern where the values initially decrease, then increase, and then decrease again. However, there are segments where the pattern deviates slightly, such as the segment around index 20-25 where the values drop more sharply and remain lower for a longer period compared to the earlier patterns. This indicates a disruption in the expected periodic behavior.\nActionID: 2"
+        },
+        "1133": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1134": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1135": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1136": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior with minor variations, which could be attributed to normal sensor noise or environmental factors. There is no significant deviation or disruption that would classify it as an anomaly.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior with minor variations, which could be attributed to normal sensor noise or environmental factors. There is no significant deviation or disruption that would classify it as an anomaly.\nActionID: 0"
+        },
+        "1137": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original trend.\nActionID: 14"
+        },
+        "1138": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.46), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.18), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 72 (0.76) and peaking at index 77 (2.31), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.46), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.18), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 72 (0.76) and peaking at index 77 (2.31), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.\nActionID: 14"
+        },
+        "1139": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 19 and 0.23 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 19 and 0.23 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+        },
+        "1140": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "1141": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1142": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 30, the sequence exhibits a sudden and significant drop in values, deviating from the previous trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 30, the sequence exhibits a sudden and significant drop in values, deviating from the previous trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+        },
+        "1143": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.22 to -0.33. These patterns suggest a combination of sudden spikes and continuous segment anomalies, which are common in ECG data when abnormal heart activity occurs.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.22 to -0.33. These patterns suggest a combination of sudden spikes and continuous segment anomalies, which are common in ECG data when abnormal heart activity occurs.\nActionID: 12"
+        },
+        "1144": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, decline, and recovery, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, decline, and recovery, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1145": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 0.24) and a significant drop at index 30 (value -1.0). This is followed by a recovery and a nonlinear upward trend starting around index 33, where the values increase exponentially. The sequence also shows irregular fluctuations and abrupt changes in amplitude, indicating a combination of drift, sudden spikes, and nonlinear pattern anomalies. The most prominent anomaly is the nonlinear pattern anomaly due to the exponential growth in the latter part of the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 0.24) and a significant drop at index 30 (value -1.0). This is followed by a recovery and a nonlinear upward trend starting around index 33, where the values increase exponentially. The sequence also shows irregular fluctuations and abrupt changes in amplitude, indicating a combination of drift, sudden spikes, and nonlinear pattern anomalies. The most prominent anomaly is the nonlinear pattern anomaly due to the exponential growth in the latter part of the sequence.\nActionID: 14"
+        },
+        "1146": {
+            "Thought": "The sequence exhibits a sudden and prolonged segment of repeated values (1285.0) from index 13 to 15, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged segment of repeated values (1285.0) from index 13 to 15, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "1147": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.06, 1.4, 1.68, 1.96, 2.28, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.06, 1.4, 1.68, 1.96, 2.28, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e."
+        },
+        "1148": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.58, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.58, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,"
+        },
+        "1149": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1150": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1151": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "1152": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1153": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1154": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.062, 0.064, 0.066) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. These repeated values appear in clusters, breaking the expected variability of the sequence.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.062, 0.064, 0.066) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. These repeated values appear in clusters, breaking the expected variability of the sequence.\nActionID: 9"
+        },
+        "1155": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1156": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "1157": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 49 (value 10.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 49.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 49 (value 10.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 49.\nActionID: 12"
+        },
+        "1158": {
+            "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.\nActionID: 4"
+        },
+        "1159": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1160": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,"
+        },
+        "1161": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (14.12, 14.14, 14.16, 14.18) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (14.12, 14.14, 14.16, 14.18) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+        },
+        "1162": {
+            "Thought": "The value 40.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 25 and 30. This isolated spike deviates from the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 40.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 25 and 30. This isolated spike deviates from the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "1163": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "1164": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1165": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1166": {
+            "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of variability in the sensor readings, which is characteristic of a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of variability in the sensor readings, which is characteristic of a sudden flatline anomaly.\nActionID: 10"
+        },
+        "1167": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.16, 0.21), followed by a sharp drop and a prolonged segment of negative values (e.g., -0.02, -0.03, -0.04). This indicates a combination of sudden spikes and a continuous segment anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. These characteristics suggest a disruption in the ECG signal, potentially indicating abnormal",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.16, 0.21), followed by a sharp drop and a prolonged segment of negative values (e.g., -0.02, -0.03, -0.04). This indicates a combination of sudden spikes and a continuous segment anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. These characteristics suggest a disruption in the ECG signal, potentially indicating abnormal"
+        },
+        "1168": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+        },
+        "1169": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 74, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 74, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1170": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1171": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1172": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "1173": {
+            "Thought": "The value 1525.0 at index 10 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1300. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 1525.0 at index 10 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1300. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+        },
+        "1174": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1175": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 41, there is a significant upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 41, there is a significant upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.\nActionID: 14"
+        },
+        "1176": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1177": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a drop to -0.48 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations that disrupt the normal ECG pattern, which could be indicative of abnormal cardiac activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a drop to -0.48 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations that disrupt the normal ECG pattern, which could be indicative of abnormal cardiac activity.\nActionID: 12"
+        },
+        "1178": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1179": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, there is a sudden flatline of zeros, followed by a segment of negative values. This indicates a Sudden Flatline Anomaly. Additionally, the segment of negative values from index 33 to 39 deviates significantly from the earlier pattern, suggesting a Continuous Segment Anomaly. The overall pattern also shows a potential Drift Anomaly as the values gradually decrease toward the end of the sequence. However, the most prominent anomaly is the Sudden Flatline Anomaly at index 33.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, there is a sudden flatline of zeros, followed by a segment of negative values. This indicates a Sudden Flatline Anomaly. Additionally, the segment of negative values from index 33 to 39 deviates significantly from the earlier pattern, suggesting a Continuous Segment Anomaly. The overall pattern also shows a potential Drift Anomaly as the values gradually decrease toward the end of the sequence. However, the most prominent anomaly is the Sudden Flatline Anomaly at index 33.\nActionID: 10"
+        },
+        "1180": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 16, there is a sudden spike (1.0) that deviates significantly from the surrounding values. Additionally, at index 21, there is another spike (2.0) that disrupts the sequence. These spikes are isolated and return to the normal range immediately after, indicating temporary disruptions.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 16, there is a sudden spike (1.0) that deviates significantly from the surrounding values. Additionally, at index 21, there is another spike (2.0) that disrupts the sequence. These spikes are isolated and return to the normal range immediately after, indicating temporary disruptions.\nActionID: 12"
+        },
+        "1181": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1182": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.52, 1.76, 2.08) starting around index 100",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.52, 1.76, 2.08) starting around index 100"
+        },
+        "1183": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1184": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, indicating a Sudden Spike Anomaly. Subsequently, there is a nonlinear growth pattern starting around index 87, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a significant change in statistical properties, such as mean and variance, at various points, suggesting a Change Point Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, indicating a Sudden Spike Anomaly. Subsequently, there is a nonlinear growth pattern starting around index 87, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a significant change in statistical properties, such as mean and variance, at various points, suggesting a Change Point Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 4"
+        },
+        "1185": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1186": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.04, 1.28, 1.48, 1.68, 1.88, 2",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.04, 1.28, 1.48, 1.68, 1.88, 2"
+        },
+        "1187": {
+            "Thought": "The sequence exhibits significant fluctuations in amplitude, with values ranging from as low as 123.0 to as high as 1521.0. These fluctuations appear to follow a consistent pattern without any abrupt deviations, disruptions, or anomalies. The sequence appears to be normal for the given domain of Server-YAHOO.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits significant fluctuations in amplitude, with values ranging from as low as 123.0 to as high as 1521.0. These fluctuations appear to follow a consistent pattern without any abrupt deviations, disruptions, or anomalies. The sequence appears to be normal for the given domain of Server-YAHOO.\nActionID: 0"
+        },
+        "1188": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 19, there is a sudden spike (106.0) that deviates significantly from the surrounding values. Additionally, at index 23, there is another spike (116.0) that disrupts the sequence. These sudden spikes are isolated and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 19, there is a sudden spike (106.0) that deviates significantly from the surrounding values. Additionally, at index 23, there is another spike (116.0) that disrupts the sequence. These sudden spikes are isolated and return to the normal range immediately after.\nActionID: 12"
+        },
+        "1189": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 41, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 41, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.\nActionID: 10"
+        },
+        "1190": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1191": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a nonlinear pattern of exponential growth (e.g., 0.2 to 2.54) and subsequent decay. These disruptions indicate a combination of sudden spikes, nonlinear patterns, and potential distributional changes. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which breaks the original linear or stable trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a nonlinear pattern of exponential growth (e.g., 0.2 to 2.54) and subsequent decay. These disruptions indicate a combination of sudden spikes, nonlinear patterns, and potential distributional changes. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which breaks the original linear or stable trend.\nActionID: 14"
+        },
+        "1192": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 16, where the value (-2495.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 16, where the value (-2495.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.\nActionID: 1"
+        },
+        "1193": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "1194": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 66-70, where the sequence transitions from a relatively stable range to extreme values such as 0.2, 0.46, -0.51, -1.11, and -1.01. This abrupt change disrupts the normal fluctuation pattern and indicates a sudden spike or drop in the data. Such behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 66-70, where the sequence transitions from a relatively stable range to extreme values such as 0.2, 0.46, -0.51, -1.11, and -1.01. This abrupt change disrupts the normal fluctuation pattern and indicates a sudden spike or drop in the data. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1195": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1196": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 96 (value 0.63), followed by a sharp drop to -0.96 and -1.46, which significantly deviates from the surrounding values. This indicates a sudden and extreme disruption in the sequence, characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 96 (value 0.63), followed by a sharp drop to -0.96 and -1.46, which significantly deviates from the surrounding values. This indicates a sudden and extreme disruption in the sequence, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1197": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.27 and 0.51, and the drop to -0.59 and -1.23, which disrupt the sequence temporarily. These sudden deviations from the normal pattern indicate the presence of multiple sudden spikes and drops. Additionally, the sequence does not return to a consistent baseline after these disruptions, further confirming the anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.27 and 0.51, and the drop to -0.59 and -1.23, which disrupt the sequence temporarily. These sudden deviations from the normal pattern indicate the presence of multiple sudden spikes and drops. Additionally, the sequence does not return to a consistent baseline after these disruptions, further confirming the anomaly.\nActionID: 12"
+        },
+        "1198": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Non"
+        },
+        "1199": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.38, 1.56, 1.74, 1.92, 2.08,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.38, 1.56, 1.74, 1.92, 2.08,"
+        },
+        "1200": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 22-25, where the sequence drops sharply to -1.21 and -1.46, followed by a recovery to the normal range. This behavior is indicative of a sudden spike or drop in the data, which then returns to the expected range. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 22-25, where the sequence drops sharply to -1.21 and -1.46, followed by a recovery to the normal range. This behavior is indicative of a sudden spike or drop in the data, which then returns to the expected range. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "1201": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 48, there is a sudden and significant increase in values, peaking at 0.36, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 48, there is a sudden and significant increase in values, peaking at 0.36, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike.\nActionID: 12"
+        },
+        "1202": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1203": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56) starting around index 90, which deviates from the earlier fluctuations, indicating",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56) starting around index 90, which deviates from the earlier fluctuations, indicating"
+        },
+        "1204": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23. Afterward, the sequence transitions into a fluctuating pattern with smaller oscillations, and then gradually decreases again. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23. Afterward, the sequence transitions into a fluctuating pattern with smaller oscillations, and then gradually decreases again. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.\nActionID: 3"
+        },
+        "1205": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "1206": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1207": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 68 (value 0.21) and a subsequent sharp drop at index 69 (value -0.68), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 68 (value 0.21) and a subsequent sharp drop at index 69 (value -0.68), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.\nActionID: 12"
+        },
+        "1208": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a trend change. However, the most prominent anomaly occurs at the end of the sequence, where the values abruptly drop to 0.0, disrupting the normal fluctuation pattern. This sudden flatline at 0.0 is highly unusual and indicates a significant disruption in the sensor's behavior.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a trend change. However, the most prominent anomaly occurs at the end of the sequence, where the values abruptly drop to 0.0, disrupting the normal fluctuation pattern. This sudden flatline at 0.0 is highly unusual and indicates a significant disruption in the sensor's behavior.\nActionID: 10"
+        },
+        "1209": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1210": {
+            "Thought": "The value 50.27 at index 47 significantly deviates from the surrounding data points, which mostly range between 33 and 39. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.27 at index 47 significantly deviates from the surrounding data points, which mostly range between 33 and 39. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "1211": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, disrupting the normal ECG pattern. Toward the end of the sequence, there are sudden spikes and drops, including a sharp drop to -1.21 and -1.33, which are highly irregular for an ECG signal. These characteristics suggest a combination of a sudden flatline anomaly and sudden spike anomalies. However, the flatline behavior is the most prominent and sustained anomaly in this sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, disrupting the normal ECG pattern. Toward the end of the sequence, there are sudden spikes and drops, including a sharp drop to -1.21 and -1.33, which are highly irregular for an ECG signal. These characteristics suggest a combination of a sudden flatline anomaly and sudden spike anomalies. However, the flatline behavior is the most prominent and sustained anomaly in this sequence.\nActionID: 10"
+        },
+        "1212": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a spike at index 83 (0.38) and a sharp drop at index 84 (-0.38), which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern of the sequence. Additionally, the sequence shows some recovery and stabilization afterward, but the sharp spike and drop are indicative of sudden anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a spike at index 83 (0.38) and a sharp drop at index 84 (-0.38), which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern of the sequence. Additionally, the sequence shows some recovery and stabilization afterward, but the sharp spike and drop are indicative of sudden anomalies.\nActionID: 12"
+        },
+        "1213": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, from index 96 onward, there is a significant nonlinear growth pattern (e.g., 0.94, 2.7, 4.39, 5.11) that deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows abrupt changes in statistical properties at various",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, from index 96 onward, there is a significant nonlinear growth pattern (e.g., 0.94, 2.7, 4.39, 5.11) that deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows abrupt changes in statistical properties at various"
+        },
+        "1214": {
+            "Thought": "The sequence exhibits a sudden flatline at index 23 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 23 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "1215": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+        },
+        "1216": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1217": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 24, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 24, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1218": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a"
+        },
+        "1219": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-2278.77), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-2278.77), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "1220": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1221": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 22 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1222": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a narrow range, but starting at index 39, there is a sudden and extreme spike in values (e.g., 1.36, 1.38, 1.44, 1.52, 1.68, 1.76, 1.84, 1.92), followed by a return to the original range. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions back to a flatline of zeros at the end, suggesting a Sudden Flatline Anomaly. The combination of these behaviors indicates a significant disruption in the time series",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a narrow range, but starting at index 39, there is a sudden and extreme spike in values (e.g., 1.36, 1.38, 1.44, 1.52, 1.68, 1.76, 1.84, 1.92), followed by a return to the original range. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions back to a flatline of zeros at the end, suggesting a Sudden Flatline Anomaly. The combination of these behaviors indicates a significant disruption in the time series"
+        },
+        "1223": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "1224": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1225": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -0"
+        },
+        "1226": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "1227": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 20, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 20, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.\nActionID: 3"
+        },
+        "1228": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "1229": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.066, 0.068) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.066, 0.068) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "1230": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 200 to 250. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 200 to 250. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1231": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.02 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.02 to -0"
+        },
+        "1232": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1233": {
+            "Thought": "The sequence exhibits a sudden and significant drop to 0.0 at index 27, which is an abrupt flatline that disrupts the normal fluctuations of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop to 0.0 at index 27, which is an abrupt flatline that disrupts the normal fluctuations of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1234": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "1235": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "1236": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "1237": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1238": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1239": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "1240": {
+            "Thought": "The sequence contains isolated high values (e.g., 0.06, 0.07, 0.08, 0.09, 0.1) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or pattern, indicating occasional anomalous behavior.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains isolated high values (e.g., 0.06, 0.07, 0.08, 0.09, 0.1) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or pattern, indicating occasional anomalous behavior.\nActionID: 8"
+        },
+        "1241": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at the end, where the values jump from a normal range (around 1.0) to 12.34, 12.34, and 12.34, before returning to a more typical range. This abrupt and significant deviation indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at the end, where the values jump from a normal range (around 1.0) to 12.34, 12.34, and 12.34, before returning to a more typical range. This abrupt and significant deviation indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1242": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, with values increasing exponentially until index 29 (value 1.66), and then stabilizing. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 23.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, with values increasing exponentially until index 29 (value 1.66), and then stabilizing. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 23.\nActionID: 12"
+        },
+        "1243": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 24, peaking at index 29, and then returning to a downward trend. This abrupt change in the long-term trajectory indicates a significant shift in the trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 24, peaking at index 29, and then returning to a downward trend. This abrupt change in the long-term trajectory indicates a significant shift in the trend of the sequence.\nActionID: 3"
+        },
+        "1244": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1245": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.47, -1.69, -1.11, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.47, -1.69, -1.11, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "1246": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal flow.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal flow.\nActionID: 12"
+        },
+        "1247": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.46, 1.92, 2.28, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.46, 1.92, 2.28, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "1248": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is an extreme spike (0.52) followed by a sharp drop (-0.48 and -1.08), which further disrupts the sequence. The sequence then gradually stabilizes but shows a nonlinear pattern with irregular fluctuations, particularly in the later part of the series. This suggests a combination of Sudden Spike Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is an extreme spike (0.52) followed by a sharp drop (-0.48 and -1.08), which further disrupts the sequence. The sequence then gradually stabilizes but shows a nonlinear pattern with irregular fluctuations, particularly in the later part of the series. This suggests a combination of Sudden Spike Anomaly"
+        },
+        "1249": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1250": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.52, 1.72, 1.98, 2.18) starting around index 96, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.52, 1.72, 1.98, 2.18) starting around index 96, which deviates from the earlier"
+        },
+        "1251": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "1252": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+        },
+        "1253": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1254": {
+            "Thought": "The value 55.2 at index 56 is a sudden and extreme spike compared to the surrounding values, which generally range between 32 and 39. This spike disrupts the sequence temporarily before returning to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 55.2 at index 56 is a sudden and extreme spike compared to the surrounding values, which generally range between 32 and 39. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+        },
+        "1255": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.5 and -1.11, which disrupt the normal pattern. These characteristics suggest a combination of a sudden flatline anomaly and sudden spike anomalies. However, the flatline behavior is the dominant anomaly in this sequence.\nAction",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.5 and -1.11, which disrupt the normal pattern. These characteristics suggest a combination of a sudden flatline anomaly and sudden spike anomalies. However, the flatline behavior is the dominant anomaly in this sequence.\nAction"
+        },
+        "1256": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "1257": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1258": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., exponential-like increase from index 90 to 96, followed by a sharp decline). These disruptions suggest a combination of sudden spike anomalies and nonlinear pattern anomalies.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., exponential-like increase from index 90 to 96, followed by a sharp decline). These disruptions suggest a combination of sudden spike anomalies and nonlinear pattern anomalies.\nActionID: 14"
+        },
+        "1259": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.34), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear increase in values (e.g., 0.27 to 2.11) followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrhythmias. The",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.34), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear increase in values (e.g., 0.27 to 2.11) followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrhythmias. The"
+        },
+        "1260": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 66 to 73, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 66 to 73, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the anomaly.\nActionID: 12"
+        },
+        "1261": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 123.0 to -11.0, followed by a recovery to 112.0, and then another drop to -123.0. These abrupt changes in the mean and variance indicate a disruption in the sequence's statistical properties. This suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 123.0 to -11.0, followed by a recovery to 112.0, and then another drop to -123.0. These abrupt changes in the mean and variance indicate a disruption in the sequence's statistical properties. This suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "1262": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+        },
+        "1263": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 0.51), followed by a nonlinear pattern of exponential growth (e.g., 0.51 to 2.32) and subsequent decay. This indicates a combination of Drift Anomaly and Nonlinear Pattern Anomaly. Additionally, the sequence shows irregular fluctuations and disruptions",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 0.51), followed by a nonlinear pattern of exponential growth (e.g., 0.51 to 2.32) and subsequent decay. This indicates a combination of Drift Anomaly and Nonlinear Pattern Anomaly. Additionally, the sequence shows irregular fluctuations and disruptions"
+        },
+        "1264": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the exponential-like growth and subsequent irregular fluctuations.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the exponential-like growth and subsequent irregular fluctuations.\nActionID:"
+        },
+        "1265": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a significant upward drift in values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a significant upward drift in values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.\nActionID: 14"
+        },
+        "1266": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1.0) and index 11 (-1.05), which deviate sharply from the surrounding data points. These isolated extreme values disrupt the overall pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1.0) and index 11 (-1.05), which deviate sharply from the surrounding data points. These isolated extreme values disrupt the overall pattern of the sequence.\nActionID: 1"
+        },
+        "1267": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 17, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 17, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1268": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.5, 2.72, 3.41) starting around index 110, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.5, 2.72, 3.41) starting around index 110, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities"
+        },
+        "1269": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1270": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1271": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1272": {
+            "Thought": "The value 40.9 at index 3 significantly deviates from the surrounding data points, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 40.9 at index 3 significantly deviates from the surrounding data points, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "1273": {
+            "Thought": "The sequence initially exhibits a prolonged flatline of zeros, followed by a sudden shift to negative values starting at index 48. This abrupt transition disrupts the flatline pattern and introduces a new fluctuating pattern with negative values. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a prolonged flatline of zeros, followed by a sudden shift to negative values starting at index 48. This abrupt transition disrupts the flatline pattern and introduces a new fluctuating pattern with negative values. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.\nActionID: 4"
+        },
+        "1274": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.5), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals due to irregular heartbeats or arrhythmias. The most prominent anomaly is the",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.5), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals due to irregular heartbeats or arrhythmias. The most prominent anomaly is the"
+        },
+        "1275": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 12 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 12 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1276": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 16 (value 1998.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 16 (value 1998.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "1277": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.28, -1.69, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.28, -1.69, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1278": {
+            "Thought": "The time series shows a gradual downward drift in values over time, with the data points progressively moving away from the initial range and stabilizing at a lower level. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values over time, with the data points progressively moving away from the initial range and stabilizing at a lower level. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1279": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1280": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1281": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1282": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12660.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12660.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1283": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1284": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1285": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.07), but starting at index 16, there is a sudden increase in values, peaking at 0.14. This is followed by a gradual decline and stabilization at a lower range (0.03 to 0.05). The abrupt increase and subsequent stabilization indicate a significant change in the statistical properties of the sequence, such as the mean and variance. This suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.07), but starting at index 16, there is a sudden increase in values, peaking at 0.14. This is followed by a gradual decline and stabilization at a lower range (0.03 to 0.05). The abrupt increase and subsequent stabilization indicate a significant change in the statistical properties of the sequence, such as the mean and variance. This suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "1286": {
+            "Thought": "The sequence contains multiple anomalies. At index 11, there is a sudden spike to 12.22, which is significantly higher than the surrounding values. Additionally, at index 13, the value drops sharply to 0.0, creating a sudden flatline anomaly. These disruptions indicate a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the most prominent anomaly is the sudden spike at index 11.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains multiple anomalies. At index 11, there is a sudden spike to 12.22, which is significantly higher than the surrounding values. Additionally, at index 13, the value drops sharply to 0.0, creating a sudden flatline anomaly. These disruptions indicate a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the most prominent anomaly is the sudden spike at index 11.\nActionID: 12"
+        },
+        "1287": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.08). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.08). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values"
+        },
+        "1288": {
+            "Thought": "The time series exhibits a sudden and significant deviation in amplitude at certain points, such as the spike to 0.71 and the drop to -0.72, which are not consistent with the surrounding values. These abrupt changes disrupt the normal fluctuation pattern of the ECG signal, indicating potential anomalies in the amplitude. Additionally, the sequence shows irregularities in amplitude throughout, which could be indicative of abnormal cardiac activity.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at certain points, such as the spike to 0.71 and the drop to -0.72, which are not consistent with the surrounding values. These abrupt changes disrupt the normal fluctuation pattern of the ECG signal, indicating potential anomalies in the amplitude. Additionally, the sequence shows irregularities in amplitude throughout, which could be indicative of abnormal cardiac activity.\nActionID: 6"
+        },
+        "1289": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1290": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1291": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 46, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 46, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "1292": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 26, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the pattern, with a continuous segment of elevated values (e.g., 1.2, 1.3, 1.4) and subsequent irregular behavior. The sequence also shows nonlinear growth in certain segments, such as the sharp increase around index 48 (e.g., 1.25, 1.3, 1.45). These characteristics suggest a combination of nonlinear pattern changes and continuous segment anomalies.",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 26, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the pattern, with a continuous segment of elevated values (e.g., 1.2, 1.3, 1.4) and subsequent irregular behavior. The sequence also shows nonlinear growth in certain segments, such as the sharp increase around index 48 (e.g., 1.25, 1.3, 1.45). These characteristics suggest a combination of nonlinear pattern changes and continuous segment anomalies.",
+            "ParseError": "unrecognized_action_id"
+        },
+        "1293": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 12 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 12 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1294": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "1295": {
+            "Thought": "The sequence is predominantly flat with values of 0.04, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise consistent pattern. These isolated spikes are indicative of sporadic anomalies in the system.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.04, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise consistent pattern. These isolated spikes are indicative of sporadic anomalies in the system.\nActionID: 8"
+        },
+        "1296": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1297": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1298": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 43, there is a sudden and significant increase in values, with a sharp spike to 53.56, followed by a new higher range (approximately 40-50). This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the behavior of the system.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 43, there is a sudden and significant increase in values, with a sharp spike to 53.56, followed by a new higher range (approximately 40-50). This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the behavior of the system.\nActionID: 4"
+        },
+        "1299": {
+            "Thought": "The sequence exhibits normal fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain consistent with expected behavior for a financial exchange time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain consistent with expected behavior for a financial exchange time series.\nActionID: 0"
+        },
+        "1300": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series.\nActionID: 3"
+        },
+        "1301": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.\nActionID: 0"
+        },
+        "1302": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 49 (-1.28) and index 50 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 49 (-1.28) and index 50 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1303": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.52) and a subsequent sharp drop at index 99 (-0.48), which disrupt the normal pattern. These sudden deviations are characteristic of isolated spikes or drops in the data, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.52) and a subsequent sharp drop at index 99 (-0.48), which disrupt the normal pattern. These sudden deviations are characteristic of isolated spikes or drops in the data, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1304": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, the sequence stabilizes but exhibits nonlinear growth patterns around index 100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, the sequence stabilizes but exhibits nonlinear growth patterns around index 100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 12"
+        },
+        "1305": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.3, 4.31, 5.11) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.3, 4.31, 5.11) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "1306": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden"
+        },
+        "1307": {
+            "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 56, there is a sudden and extreme drop to -1.0, which significantly deviates from the surrounding values. This is followed by a recovery to the previous range, indicating a sudden and isolated disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 56, there is a sudden and extreme drop to -1.0, which significantly deviates from the surrounding values. This is followed by a recovery to the previous range, indicating a sudden and isolated disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1308": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1309": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1310": {
+            "Thought": "The value 1295.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1400. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 1295.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1400. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+        },
+        "1311": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1312": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 4.26, followed by a sharp decline and subsequent fluctuations. The sequence exhibits a nonlinear pattern with irregular changes in amplitude and direction, deviating from any consistent linear or periodic trend. This suggests a significant disruption in the original pattern, likely due to environmental sensor anomalies.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 4.26, followed by a sharp decline and subsequent fluctuations. The sequence exhibits a nonlinear pattern with irregular changes in amplitude and direction, deviating from any consistent linear or periodic trend. This suggests a significant disruption in the original pattern, likely due to environmental sensor anomalies.\nActionID: 14"
+        },
+        "1313": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series.\nActionID: 3"
+        },
+        "1314": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "1315": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with significant deviations from the original trend, suggesting a nonlinear pattern anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with significant deviations from the original trend, suggesting a nonlinear pattern anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "1316": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 20, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 28-33). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 20, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 28-33). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "1317": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 15, where the value (-2495.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 15, where the value (-2495.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.\nActionID: 1"
+        },
+        "1318": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.68), followed by a significant outlier at index 114 (-1.34). These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.68), followed by a significant outlier at index 114 (-1.34). These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1319": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1320": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.66 at index 11), abrupt drops (e.g., -0.42 at index 13), and a significant deviation in the amplitude of certain segments (e.g., the spike to 0.66 followed by a sharp drop to -0.42 and -0.56). These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of irregular ECG patterns. The sequence also shows a nonlinear pattern in certain segments, deviating from the expected smooth ECG waveform. Overall, the sequence reflects a combination of anomalies, but the most",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.66 at index 11), abrupt drops (e.g., -0.42 at index 13), and a significant deviation in the amplitude of certain segments (e.g., the spike to 0.66 followed by a sharp drop to -0.42 and -0.56). These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of irregular ECG patterns. The sequence also shows a nonlinear pattern in certain segments, deviating from the expected smooth ECG waveform. Overall, the sequence reflects a combination of anomalies, but the most"
+        },
+        "1321": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1322": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.18, 0.41) followed by a sharp drop (-0.48, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.18, 0.41) followed by a sharp drop (-0.48, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "1323": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1324": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly, as the values do not return to the original range and instead continue to drift downward in certain segments.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly, as the values do not return to the original range and instead continue to drift downward in certain segments.\nActionID: 11"
+        },
+        "1325": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.02, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.22, 1.48, 1.68, 1.96, 2.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.02, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.22, 1.48, 1.68, 1.96, 2."
+        },
+        "1326": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden and extreme drop to -1.0 and -1.2, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden and extreme drop to -1.0 and -1.2, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1327": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear pattern with irregular fluctuations and exponential-like growth in certain segments. This indicates a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 29.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear pattern with irregular fluctuations and exponential-like growth in certain segments. This indicates a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 29.\nActionID: 12"
+        },
+        "1328": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.44) followed by a sharp drop to -1.51 and -1.66, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.44) followed by a sharp drop to -1.51 and -1.66, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+        },
+        "1329": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.12, -0.13). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (-0.92) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., -0.02 to -0.12), indicating a Drift An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.12, -0.13). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (-0.92) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., -0.02 to -0.12), indicating a Drift An"
+        },
+        "1330": {
+            "Thought": "The sequence contains a segment of repeated values (116388.0) from index 3 to 5, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains a segment of repeated values (116388.0) from index 3 to 5, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "1331": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 63, where the value spikes to 0.78 and then drops sharply to -0.98 and -1.43 before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before stabilizing. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 63, where the value spikes to 0.78 and then drops sharply to -0.98 and -1.43 before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before stabilizing. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+        },
+        "1332": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+        },
+        "1333": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.4), which is characteristic of a Sudden Spike Anomaly. Following this, the sequence transitions into a flatline of zeros (e.g., 0.0, 0.0, 0.0, 0.0), indicating a Sudden Flatline Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06, 0.1, 0.14, 0.18, 0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.4), which is characteristic of a Sudden Spike Anomaly. Following this, the sequence transitions into a flatline of zeros (e.g., 0.0, 0.0, 0.0, 0.0), indicating a Sudden Flatline Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06, 0.1, 0.14, 0.18, 0"
+        },
+        "1334": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1335": {
+            "Thought": "The time series exhibits a repeating pattern where the values oscillate between a positive range (e.g., 0.12 to 0.16) and a negative range (e.g., -0.04 to -0.1). However, there are segments where the oscillation becomes irregular, such as the transition from -0.04 to 0.12 and back to -0.04, disrupting the expected periodic behavior. This indicates a disruption in the periodic pattern.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern where the values oscillate between a positive range (e.g., 0.12 to 0.16) and a negative range (e.g., -0.04 to -0.1). However, there are segments where the oscillation becomes irregular, such as the transition from -0.04 to 0.12 and back to -0.04, disrupting the expected periodic behavior. This indicates a disruption in the periodic pattern.\nActionID: 2"
+        },
+        "1336": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "1337": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.3, 1.92, 2.11, 2.56, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.3, 1.92, 2.11, 2.56, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0"
+        },
+        "1338": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12389.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12389.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1339": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.78, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.78, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a"
+        },
+        "1340": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1341": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1342": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 84 (value 0.22) and a subsequent sharp drop at index 85 (value -0.48), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 84 (value 0.22) and a subsequent sharp drop at index 85 (value -0.48), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.\nActionID: 12"
+        },
+        "1343": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 52 (2.0) and 53 (1.0), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 52 (2.0) and 53 (1.0), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+        },
+        "1344": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a sharp upward trend, followed by a sudden drop and oscillations. This behavior indicates a nonlinear pattern that breaks the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a sharp upward trend, followed by a sudden drop and oscillations. This behavior indicates a nonlinear pattern that breaks the original linear rule.\nActionID: 14"
+        },
+        "1345": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.66 followed by a steep drop to -0.7 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.66 followed by a steep drop to -0.7 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "1346": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "1347": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1348": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 0.51), followed by a nonlinear pattern of exponential growth (e.g., 0.51 to 2.11) and subsequent decay. This indicates a combination of Drift Anomaly and Nonlinear Pattern Anomaly. Additionally, the sequence shows irregular fluctuations and disru",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 0.51), followed by a nonlinear pattern of exponential growth (e.g., 0.51 to 2.11) and subsequent decay. This indicates a combination of Drift Anomaly and Nonlinear Pattern Anomaly. Additionally, the sequence shows irregular fluctuations and disru"
+        },
+        "1349": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant nonlinear increase, peaking at index 55, and then a sharp decline. Later, starting at index 115, there is a gradual upward drift, followed by a nonlinear increase and a peak at index 123. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the dominant anomaly is the non",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant nonlinear increase, peaking at index 55, and then a sharp decline. Later, starting at index 115, there is a gradual upward drift, followed by a nonlinear increase and a peak at index 123. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the dominant anomaly is the non"
+        },
+        "1350": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 27 (value 1535.06), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 (value 1535.06), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+        },
+        "1351": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1352": {
+            "Thought": "The time series exhibits multiple anomalies. At index 3, there is a sudden spike (0.116) that deviates significantly from the surrounding values. At index 5, there is a repeated value (0.116) that disrupts the normal fluctuation pattern. Additionally, the sequence shows irregular fluctuations and lacks a consistent pattern, with values dropping sharply and then recovering, indicating a potential pattern change. However, the most prominent anomaly is the sudden spike at index 3.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. At index 3, there is a sudden spike (0.116) that deviates significantly from the surrounding values. At index 5, there is a repeated value (0.116) that disrupts the normal fluctuation pattern. Additionally, the sequence shows irregular fluctuations and lacks a consistent pattern, with values dropping sharply and then recovering, indicating a potential pattern change. However, the most prominent anomaly is the sudden spike at index 3.\nActionID: 12"
+        },
+        "1353": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 49, there is a significant spike (0.52) followed by a sharp drop (-0.42, -0.68), which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies. Additionally, the sequence later stabilizes but shows smaller fluctuations around",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 49, there is a significant spike (0.52) followed by a sharp drop (-0.42, -0.68), which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies. Additionally, the sequence later stabilizes but shows smaller fluctuations around",
+            "ParseError": "unrecognized_action_id"
+        },
+        "1354": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -6.7 to -5.9), followed by a sudden spike in values (e.g., from -5.9 to -3.9 and then to -2.7). Additionally, there are repeated values (e.g., -2.7 and -2.6) disrupting the normal fluctuation pattern. These characteristics suggest a combination of drift, sudden spikes, and repeated value anomalies. However, the most prominent anomaly is the sudden spike in values, which significantly deviates from the surrounding data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -6.7 to -5.9), followed by a sudden spike in values (e.g., from -5.9 to -3.9 and then to -2.7). Additionally, there are repeated values (e.g., -2.7 and -2.6) disrupting the normal fluctuation pattern. These characteristics suggest a combination of drift, sudden spikes, and repeated value anomalies. However, the most prominent anomaly is the sudden spike in values, which significantly deviates from the surrounding data.\nActionID: 12"
+        },
+        "1355": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 51, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 51, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+        },
+        "1356": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1357": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "1358": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 41, there is a sudden and significant upward shift in values, with the sequence transitioning to a new level of higher amplitude. This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 41, there is a sudden and significant upward shift in values, with the sequence transitioning to a new level of higher amplitude. This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data.\nActionID: 4"
+        },
+        "1359": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.08, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.08, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "1360": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1361": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1362": {
+            "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "1363": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a fluctuating range around 12.2, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a fluctuating range around 12.2, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.\nActionID: 4"
+        },
+        "1364": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0"
+        },
+        "1365": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the segment around index 20-30 where the amplitude decreases significantly compared to the earlier part of the sequence. This disruption in the periodic pattern indicates a deviation from the expected behavior.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the segment around index 20-30 where the amplitude decreases significantly compared to the earlier part of the sequence. This disruption in the periodic pattern indicates a deviation from the expected behavior.\nActionID: 2"
+        },
+        "1366": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+        },
+        "1367": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "1368": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a stabilization around 1.36 with minor fluctuations. However, starting at index 39, there is a noticeable upward drift in the values, with the sequence gradually increasing to 1.44 before returning to a lower range. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a stabilization around 1.36 with minor fluctuations. However, starting at index 39, there is a noticeable upward drift in the values, with the sequence gradually increasing to 1.44 before returning to a lower range. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1369": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62), followed by a sharp drop (-0.68 and -1.11), which significantly deviates from the expected range of the sequence. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62), followed by a sharp drop (-0.68 and -1.11), which significantly deviates from the expected range of the sequence. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+        },
+        "1370": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a potential change in the long-term trend. This suggests a significant shift in the overall trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a potential change in the long-term trend. This suggests a significant shift in the overall trajectory of the time series.\nActionID: 3"
+        },
+        "1371": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting around index 40, the sequence exhibits a sudden and significant upward shift in values, deviating from the previous pattern. This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the system's behavior.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting around index 40, the sequence exhibits a sudden and significant upward shift in values, deviating from the previous pattern. This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the system's behavior.\nActionID: 4"
+        },
+        "1372": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 74 (value 0.21) and a subsequent extreme spike at index 75 (value 0.51), followed by a sharp drop to -1.11 at index 76 and -1.41 at index 77. This abrupt and significant deviation from the surrounding values indicates a sudden spike anomaly. The sequence then gradually returns to a more stable pattern. The extreme spikes and drops are characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 74 (value 0.21) and a subsequent extreme spike at index 75 (value 0.51), followed by a sharp drop to -1.11 at index 76 and -1.41 at index 77. This abrupt and significant deviation from the surrounding values indicates a sudden spike anomaly. The sequence then gradually returns to a more stable pattern. The extreme spikes and drops are characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1373": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 29, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 33, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 29, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 33, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "1374": {
+            "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "1375": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1376": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could"
+        },
+        "1377": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop (-0.42, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 64 to 80), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop (-0.42, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 64 to 80), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "1378": {
+            "Thought": "The time series initially shows a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the sharp drop to -1.2 and -1.46, and later a spike to 0.23 and 0.43. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The irregularities suggest a combination of sudden spikes and potential pattern changes.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the sharp drop to -1.2 and -1.46, and later a spike to 0.23 and 0.43. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The irregularities suggest a combination of sudden spikes and potential pattern changes.\nActionID: 7"
+        },
+        "1379": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1380": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "1381": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1382": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 51, where the values decrease sharply from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 51, where the values decrease sharply from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series.\nActionID: 4"
+        },
+        "1383": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "1384": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+        },
+        "1385": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "1386": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 39, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 39, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+        },
+        "1387": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.34. These patterns indicate a combination of Drift Anomaly, Sudden Flatline Anomaly, and Amplitude Anomaly. However, the most prominent anomaly is the nonlinear growth at the end, which deviates significantly from the earlier patterns.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.34. These patterns indicate a combination of Drift Anomaly, Sudden Flatline Anomaly, and Amplitude Anomaly. However, the most prominent anomaly is the nonlinear growth at the end, which deviates significantly from the earlier patterns.\nActionID: 14"
+        },
+        "1388": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a sudden flatline at 0.24 from index 16 to 20, disrupting the normal fluctuations. Afterward, the sequence resumes with a downward trend, but the flatline segment is a clear anomaly. This behavior indicates a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden flatline at 0.24 from index 16 to 20, disrupting the normal fluctuations. Afterward, the sequence resumes with a downward trend, but the flatline segment is a clear anomaly. This behavior indicates a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1389": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "1390": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 19 (value 1338.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 19 (value 1338.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1391": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1392": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 112, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 112, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+        },
+        "1393": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.1, 0.14, 0.17, 0.21) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of these",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.1, 0.14, 0.17, 0.21) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of these"
+        },
+        "1394": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.1 and -1.46. These abrupt changes disrupt the normal pattern and indicate significant deviations in the sequence. Additionally, the sequence later stabilizes into a more consistent pattern, but the earlier anomalies are the most prominent. This suggests the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.1 and -1.46. These abrupt changes disrupt the normal pattern and indicate significant deviations in the sequence. Additionally, the sequence later stabilizes into a more consistent pattern, but the earlier anomalies are the most prominent. This suggests the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1395": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "1396": {
+            "Thought": "The value 12.0 at index 27 is a sudden and extreme spike compared to the surrounding values, which generally range between 0.0 and 5.0. This spike disrupts the sequence temporarily before returning to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 12.0 at index 27 is a sudden and extreme spike compared to the surrounding values, which generally range between 0.0 and 5.0. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+        },
+        "1397": {
+            "Thought": "The sequence contains isolated high values (e.g., 1.0, 2.0, 3.0) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or periodic pattern, making them sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains isolated high values (e.g., 1.0, 2.0, 3.0) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or periodic pattern, making them sporadic anomalies.\nActionID: 8"
+        },
+        "1398": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1399": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.26, 0.63) followed by a steep drop (-0.49, -1.34). This is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.26, 0.63) followed by a steep drop (-0.49, -1.34). This is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+        },
+        "1400": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1401": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+        },
+        "1402": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 3.0 to 3.5), but starting at index 16, there is a sudden flatline at 0.0, followed by a sharp drop to 0.06 and then a gradual recovery. This indicates a sudden flatline anomaly at index 16, disrupting the normal fluctuation pattern. Additionally, the sequence exhibits a gradual downward drift after the flatline, suggesting a drift anomaly. However, the flatline is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 3.0 to 3.5), but starting at index 16, there is a sudden flatline at 0.0, followed by a sharp drop to 0.06 and then a gradual recovery. This indicates a sudden flatline anomaly at index 16, disrupting the normal fluctuation pattern. Additionally, the sequence exhibits a gradual downward drift after the flatline, suggesting a drift anomaly. However, the flatline is the most prominent anomaly.\nActionID: 10"
+        },
+        "1403": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1404": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "1405": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to fluctuate irregularly, deviating from the earlier smooth trend. This indicates a potential change in the pattern of the time series.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to fluctuate irregularly, deviating from the earlier smooth trend. This indicates a potential change in the pattern of the time series.\nActionID: 7"
+        },
+        "1406": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.38, 1.56, 1.74, 1.92, 2.08,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.38, 1.56, 1.74, 1.92, 2.08,"
+        },
+        "1407": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1408": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1409": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual rise and fall in values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual rise and fall in values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+        },
+        "1410": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.38, 1.68, 1.96, 2.18) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.38, 1.68, 1.96, 2.18) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+        },
+        "1411": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, disrupting the normal ECG pattern. Toward the end of the sequence, there are sudden spikes and drops, including a sharp drop to -1.43 and -1.56, which are highly irregular for an ECG signal. These characteristics suggest a combination of a sudden flatline anomaly and sudden spike anomalies. However, the flatline behavior is the most prominent and sustained anomaly in this sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, disrupting the normal ECG pattern. Toward the end of the sequence, there are sudden spikes and drops, including a sharp drop to -1.43 and -1.56, which are highly irregular for an ECG signal. These characteristics suggest a combination of a sudden flatline anomaly and sudden spike anomalies. However, the flatline behavior is the most prominent and sustained anomaly in this sequence.\nActionID: 10"
+        },
+        "1412": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "1413": {
+            "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 16, disrupting the normal fluctuations. This flatline persists intermittently throughout the sequence, indicating a loss of normal variability in the sensor readings.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 16, disrupting the normal fluctuations. This flatline persists intermittently throughout the sequence, indicating a loss of normal variability in the sensor readings.\nActionID: 10"
+        },
+        "1414": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which is consistent with a normal fluctuation pattern. However, starting around index 40, the sequence exhibits a sudden and significant drop in values, deviating from the previous trend. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which is consistent with a normal fluctuation pattern. However, starting around index 40, the sequence exhibits a sudden and significant drop in values, deviating from the previous trend. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.\nActionID: 4"
+        },
+        "1415": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.27 and 0.51, and the drop to -0.59 and -1.21, which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal. Additionally, the sequence does not return to a consistent baseline after these events, further confirming the anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.27 and 0.51, and the drop to -0.59 and -1.21, which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal. Additionally, the sequence does not return to a consistent baseline after these events, further confirming the anomaly.\nActionID: 12"
+        },
+        "1416": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 46, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 46, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+        },
+        "1417": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1418": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.4, -1.24). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.64, 1.3, 1.96, 2.42, 2.96, 3.48) starting around index 100, which deviates significantly from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.4, -1.24). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.64, 1.3, 1.96, 2.42, 2.96, 3.48) starting around index 100, which deviates significantly from the earlier trend, indicating a Non"
+        },
+        "1419": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.32, 1.56, 1.78, 2.02, 2.18, 2.36), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.32, 1.56, 1.78, 2.02, 2.18, 2.36), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the"
+        },
+        "1420": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1421": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "1422": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 26, there is a sharp and nonlinear increase in values, followed by a nonlinear decrease. This behavior deviates from any consistent linear or periodic pattern, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 26, there is a sharp and nonlinear increase in values, followed by a nonlinear decrease. This behavior deviates from any consistent linear or periodic pattern, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1423": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 22 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1424": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "1425": {
+            "Thought": "The sequence exhibits a sudden spike at index 4 (value 10.0), which significantly deviates from the surrounding values that generally range between 3.0 and 4.0. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 4 (value 10.0), which significantly deviates from the surrounding values that generally range between 3.0 and 4.0. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1426": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a gradual recovery. Later, there is a significant upward drift in values (e.g., 0.2 to 2.11), which deviates from the earlier range. Additionally, the sequence transitions into a nonlinear pattern with oscillations and irregularities, breaking the original linear or stable fluctuation pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a gradual recovery. Later, there is a significant upward drift in values (e.g., 0.2 to 2.11), which deviates from the earlier range. Additionally, the sequence transitions into a nonlinear pattern with oscillations and irregularities, breaking the original linear or stable fluctuation pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change."
+        },
+        "1427": {
+            "Thought": "The sequence initially fluctuates around a higher range (approximately 40-50) but then abruptly drops to a lower range (approximately 30-35) starting at index 10. This indicates a significant and sustained shift in the statistical properties, such as the mean and variance, of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a higher range (approximately 40-50) but then abruptly drops to a lower range (approximately 30-35) starting at index 10. This indicates a significant and sustained shift in the statistical properties, such as the mean and variance, of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "1428": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1429": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+        },
+        "1430": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+        },
+        "1431": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 1.56), followed by a downward drift (e.g., -0.2 to -1.18), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns, particularly in the later segments, deviating from the original linear or periodic behavior, which suggests a",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 1.56), followed by a downward drift (e.g., -0.2 to -1.18), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns, particularly in the later segments, deviating from the original linear or periodic behavior, which suggests a"
+        },
+        "1432": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "1433": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12650.0) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12650.0) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "1434": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 5, where the value (-125.9) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 5, where the value (-125.9) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.\nActionID: 4"
+        },
+        "1435": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 10, where the value (-125.5) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 10, where the value (-125.5) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.\nActionID: 4"
+        },
+        "1436": {
+            "Thought": "The time series exhibits a gradual drift in values, particularly noticeable in the latter part of the sequence, where the values shift from a range around -1.5 to a range closer to -1.3. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual drift in values, particularly noticeable in the latter part of the sequence, where the values shift from a range around -1.5 to a range closer to -1.3. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1437": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a sudden and significant drop at index 23 (from 10.0 to 7.0), which disrupts the overall pattern. This is followed by a recovery and a new upward trend. The sudden drop at index 23 is a clear anomaly, as it deviates sharply from the surrounding values. This behavior is indicative of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden and significant drop at index 23 (from 10.0 to 7.0), which disrupts the overall pattern. This is followed by a recovery and a new upward trend. The sudden drop at index 23 is a clear anomaly, as it deviates sharply from the surrounding values. This behavior is indicative of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1438": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 11 and 0.26 at index 27), abrupt drops (e.g., -0.02 at index 13 and -0.03 at index 14), and segments of fluctuating values that deviate from the expected pattern. These anomalies disrupt the normal behavior of the sequence, indicating a combination of sudden spikes and continuous deviations. However, the most prominent feature is the presence of continuous segments of irregular behavior, such as the prolonged deviation around indices 11-27. This suggests a Continuous Segment Anomaly.\nAction",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 11 and 0.26 at index 27), abrupt drops (e.g., -0.02 at index 13 and -0.03 at index 14), and segments of fluctuating values that deviate from the expected pattern. These anomalies disrupt the normal behavior of the sequence, indicating a combination of sudden spikes and continuous deviations. However, the most prominent feature is the presence of continuous segments of irregular behavior, such as the prolonged deviation around indices 11-27. This suggests a Continuous Segment Anomaly.\nAction"
+        },
+        "1439": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease from around 10.0 to 7.0, 6.6, and 6.8, before returning to a higher range. This abrupt change in the statistical properties of the sequence indicates a clear disruption.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease from around 10.0 to 7.0, 6.6, and 6.8, before returning to a higher range. This abrupt change in the statistical properties of the sequence indicates a clear disruption.\nActionID: 4"
+        },
+        "1440": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 22, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 and -1.63, indicating a Sudden Spike Anomaly. Additionally, the segment from index 22 to 26 shows a Continuous Segment Anomaly as the values deviate significantly from the surrounding pattern. Furthermore, the segment from index 87 to 93 shows a nonlinear growth pattern, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 22, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 and -1.63, indicating a Sudden Spike Anomaly. Additionally, the segment from index 22 to 26 shows a Continuous Segment Anomaly as the values deviate significantly from the surrounding pattern. Furthermore, the segment from index 87 to 93 shows a nonlinear growth pattern, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 12"
+        },
+        "1441": {
+            "Thought": "The time series exhibits multiple irregularities. Initially, there is a sharp drop from 0.249 to 0.031, followed by a recovery and a gradual increase. However, at index 11, there is a sudden spike to 0.212, which is significantly higher than the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption. Additionally, the sequence shows fluctuations in amplitude and lacks a consistent pattern, but the most prominent anomaly is the sudden spike at index 11.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities. Initially, there is a sharp drop from 0.249 to 0.031, followed by a recovery and a gradual increase. However, at index 11, there is a sudden spike to 0.212, which is significantly higher than the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption. Additionally, the sequence shows fluctuations in amplitude and lacks a consistent pattern, but the most prominent anomaly is the sudden spike at index 11.\nActionID: 12"
+        },
+        "1442": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "1443": {
+            "Thought": "The sequence exhibits a sudden flatline at index 10 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 10 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "1444": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "1445": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern An"
+        },
+        "1446": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56) starting around index 96, which deviates from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56) starting around index 96, which deviates from the earlier trend, indicating a Non"
+        },
+        "1447": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 15 (0.28) and index 16 (0.46), followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68). This indicates a Sudden Spike Anomaly. Additionally, there is a significant nonlinear growth pattern starting around index 80, where the values increase rapidly to a peak (e.g., 1.96 at index 86) and then decrease, deviating from the original linear or periodic pattern. This suggests a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift downward in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 15 (0.28) and index 16 (0.46), followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68). This indicates a Sudden Spike Anomaly. Additionally, there is a significant nonlinear growth pattern starting around index 80, where the values increase rapidly to a peak (e.g., 1.96 at index 86) and then decrease, deviating from the original linear or periodic pattern. This suggests a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift downward in"
+        },
+        "1448": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1449": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.68 to 2.81), followed by a gradual decline and drift. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the most prominent anomaly is the nonlinear growth and subsequent decline, which disrupt",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.68 to 2.81), followed by a gradual decline and drift. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the most prominent anomaly is the nonlinear growth and subsequent decline, which disrupt"
+        },
+        "1450": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.42, 0.68, 0.86, 1.08, 1.36, 1.52, 1.76, 2.08) starting around index 10",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.42, 0.68, 0.86, 1.08, 1.36, 1.52, 1.76, 2.08) starting around index 10"
+        },
+        "1451": {
+            "Thought": "The sequence exhibits sporadic isolated high values (e.g., 1.0, 2.0, 3.0) amidst a predominantly low or zero baseline, indicating occasional anomalous patterns that do not follow a consistent trend or pattern. These isolated anomalies appear intermittently throughout the sequence.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 1.0, 2.0, 3.0) amidst a predominantly low or zero baseline, indicating occasional anomalous patterns that do not follow a consistent trend or pattern. These isolated anomalies appear intermittently throughout the sequence.\nActionID: 8"
+        },
+        "1452": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there are repeated values (e.g., 0.04, 0.05) disrupting the normal fluctuation pattern. Later, there is a sudden spike (e.g., 0.22, 0.23) followed by a sharp drop (e.g., -0.02, -0.03). Additionally, there are segments of continuous deviation from the expected pattern, such as the prolonged negative values around -0.02 to -0.05. These characteristics suggest a combination of repeated value anomalies, sudden spikes, and continuous segment anomalies. However, the dominant anomaly appears to be",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there are repeated values (e.g., 0.04, 0.05) disrupting the normal fluctuation pattern. Later, there is a sudden spike (e.g., 0.22, 0.23) followed by a sharp drop (e.g., -0.02, -0.03). Additionally, there are segments of continuous deviation from the expected pattern, such as the prolonged negative values around -0.02 to -0.05. These characteristics suggest a combination of repeated value anomalies, sudden spikes, and continuous segment anomalies. However, the dominant anomaly appears to be"
+        },
+        "1453": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 24, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 24, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1454": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.39, 2.39, 3.08, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.39, 2.39, 3.08, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "1455": {
+            "Thought": "The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (e.g., 50.15, 53.84, 53.84, 53.84, 53.84, 53.84). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (e.g., 50.15, 53.84, 53.84, 53.84, 53.84, 53.84). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "1456": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1457": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.36, 1.52, 1.78, 2.02) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.36, 1.52, 1.78, 2.02) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "1458": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1459": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to increase again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to increase again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "1460": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+        },
+        "1461": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 17), abrupt drops (e.g., -100.0 at index 20), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and abrupt changes in the sequence. The most prominent anomaly is the sudden spike at index 17, which stands out as a significant deviation.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 17), abrupt drops (e.g., -100.0 at index 20), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and abrupt changes in the sequence. The most prominent anomaly is the sudden spike at index 17, which stands out as a significant deviation.\nActionID: 12"
+        },
+        "1462": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.02, -0.03). Around index 49, there is a significant spike (0.2, 0.42, 0.61) followed by a sharp drop to extreme negative values (-1.04, -1.21). This indicates a sudden spike anomaly. Additionally, the sequence later shows a non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.02, -0.03). Around index 49, there is a significant spike (0.2, 0.42, 0.61) followed by a sharp drop to extreme negative values (-1.04, -1.21). This indicates a sudden spike anomaly. Additionally, the sequence later shows a non"
+        },
+        "1463": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "1464": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (0.116) and index 16 (0.096), deviating from the surrounding values, which are generally higher. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (0.116) and index 16 (0.096), deviating from the surrounding values, which are generally higher. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1465": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "1466": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "1467": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1468": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "1469": {
+            "Thought": "The value 60.9 at index 17 is a significant outlier compared to the surrounding values, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 60.9 at index 17 is a significant outlier compared to the surrounding values, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "1470": {
+            "Thought": "The sequence exhibits a sudden spike at index 3 (value 10.0) and index 4 (value 10.5), which are significantly higher than the surrounding values that generally range between 3.0 and 5.0. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 3 (value 10.0) and index 4 (value 10.5), which are significantly higher than the surrounding values that generally range between 3.0 and 5.0. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+        },
+        "1471": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "1472": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.48, 1.68, 1.96, 2.28, 2.56)",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.48, 1.68, 1.96, 2.28, 2.56)"
+        },
+        "1473": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1474": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.06 to 0.08), but starting at index 30, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (0.1 to 0.12). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.06 to 0.08), but starting at index 30, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (0.1 to 0.12). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1475": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "1476": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 49 (-1.28) and index 50 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 49 (-1.28) and index 50 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1477": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 1.06) and a subsequent sharp increase to 1.36 at index 31. This is followed by a nonlinear pattern of fluctuations, including exponential-like growth and irregular oscillations. The sequence transitions into a highly irregular pattern with significant deviations from the original trend, indicating a combination of drift, sudden spikes, and nonlinear changes.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 1.06) and a subsequent sharp increase to 1.36 at index 31. This is followed by a nonlinear pattern of fluctuations, including exponential-like growth and irregular oscillations. The sequence transitions into a highly irregular pattern with significant deviations from the original trend, indicating a combination of drift, sudden spikes, and nonlinear changes.\nActionID: 14"
+        },
+        "1478": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1479": {
+            "Thought": "The time series initially fluctuates around a higher range (approximately 150-170) but then exhibits a significant and abrupt drop starting at index 16, where the values decrease to a much lower range (approximately 100-120). This indicates a sudden and sustained shift in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 150-170) but then exhibits a significant and abrupt drop starting at index 16, where the values decrease to a much lower range (approximately 100-120). This indicates a sudden and sustained shift in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "1480": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.06, 0.18, 0.32, 0.42, 0.52, 0.64) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.06, 0.18, 0.32, 0.42, 0.52, 0.64) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "1481": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 59 (value 43.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is isolated and disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 59 (value 43.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is isolated and disrupts the normal fluctuation pattern of the sequence.\nActionID: 12"
+        },
+        "1482": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG"
+        },
+        "1483": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.32, 4.31, 5.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.32, 4.31, 5.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+        },
+        "1484": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1485": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "1486": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An"
+        },
+        "1487": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. Later, at index 51, there is a significant spike (0.22, 0.46, 0.62) followed by a sharp drop to -0.4 and -0.66, indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, with values increasing exponentially (e.g., 0.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. Later, at index 51, there is a significant spike (0.22, 0.46, 0.62) followed by a sharp drop to -0.4 and -0.66, indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, with values increasing exponentially (e.g., 0."
+        },
+        "1488": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "1489": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "1490": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1491": {
+            "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden and sharp drop at index 23, where the value plunges to -12.0. After this, the sequence transitions into a flatline of repeated values (-12.0) from index 24 to 27, disrupting the normal fluctuation pattern. This is followed by a recovery and a gradual upward drift. The anomalies include a sudden spike, a flatline, and a drift. However, the most prominent anomaly is the sudden spike at index 23, which significantly deviates from the surrounding values.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden and sharp drop at index 23, where the value plunges to -12.0. After this, the sequence transitions into a flatline of repeated values (-12.0) from index 24 to 27, disrupting the normal fluctuation pattern. This is followed by a recovery and a gradual upward drift. The anomalies include a sudden spike, a flatline, and a drift. However, the most prominent anomaly is the sudden spike at index 23, which significantly deviates from the surrounding values.\nActionID: 12"
+        },
+        "1492": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 2 (value 1021.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 2 (value 1021.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1493": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "1494": {
+            "Thought": "The sequence exhibits a sudden flatline at index 29 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 29 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "1495": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 27 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+        },
+        "1496": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.68). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.68). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "1497": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1498": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1499": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "1500": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1501": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.66, 0.82, 0.94, 1.08, 1.28, 1.48, 1.68) starting around index 96,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.66, 0.82, 0.94, 1.08, 1.28, 1.48, 1.68) starting around index 96,"
+        },
+        "1502": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1503": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1504": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1505": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.24, 0.56, -0.33, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.24, 0.56, -0.33, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+        },
+        "1506": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a recovery to a stable range. Later, there is a significant upward drift (e.g., 0.1 to 4.31) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a recovery to a stable range. Later, there is a significant upward drift (e.g., 0.1 to 4.31) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth"
+        },
+        "1507": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 23, there is a sudden flatline of zeros, disrupting the normal fluctuations. Additionally, there are intermittent repeated values (e.g., 1.36 and 1.38) that disrupt the expected variability. These anomalies suggest a combination of Sudden Flatline Anomaly and Repeated Value Anomaly. However, the flatline anomaly is more prominent and disruptive.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 23, there is a sudden flatline of zeros, disrupting the normal fluctuations. Additionally, there are intermittent repeated values (e.g., 1.36 and 1.38) that disrupt the expected variability. These anomalies suggest a combination of Sudden Flatline Anomaly and Repeated Value Anomaly. However, the flatline anomaly is more prominent and disruptive.\nActionID: 10"
+        },
+        "1508": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 15, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1509": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.48, 0.56, 0.64, 0.72, 0.84, 0.92, 1.08, 1",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.48, 0.56, 0.64, 0.72, 0.84, 0.92, 1.08, 1"
+        },
+        "1510": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.01, 2.36, 2.56, 2.72, 2.98), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.01, 2.36, 2.56, 2.72, 2.98), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+        },
+        "1511": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "1512": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1513": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 72, where the value drops sharply to -0.91 and then further to -1.23, followed by a recovery to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no other significant disruptions or changes in pattern, and the anomaly is isolated to this segment.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 72, where the value drops sharply to -0.91 and then further to -1.23, followed by a recovery to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no other significant disruptions or changes in pattern, and the anomaly is isolated to this segment.\nActionID: 12"
+        },
+        "1514": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1515": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 80, where the values drop sharply to -1.08 and -1.21, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 80, where the values drop sharply to -1.08 and -1.21, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "1516": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.28). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at index 85 (2.08), which is indicative of a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior,",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.28). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at index 85 (2.08), which is indicative of a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior,"
+        },
+        "1517": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+        },
+        "1518": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1519": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a noticeable upward drift in the values, peaking around 3.5. This is followed by a gradual return to the original range, indicating a temporary deviation from the normal level. This behavior suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a noticeable upward drift in the values, peaking around 3.5. This is followed by a gradual return to the original range, indicating a temporary deviation from the normal level. This behavior suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "1520": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then stabilizes but shows a gradual upward drift in values (e.g., 0.02, 0.0",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then stabilizes but shows a gradual upward drift in values (e.g., 0.02, 0.0"
+        },
+        "1521": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop into negative values (e.g., -0.02, -0.03). Around index 55, there is a significant nonlinear pattern with extreme values (e.g., 0.62, -0.62, -0.78), indicating a disruption in the original trend. Later, starting at index 115, there is a rapid and nonlinear",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop into negative values (e.g., -0.02, -0.03). Around index 55, there is a significant nonlinear pattern with extreme values (e.g., 0.62, -0.62, -0.78), indicating a disruption in the original trend. Later, starting at index 115, there is a rapid and nonlinear",
+            "ParseError": "unrecognized_action_id"
+        },
+        "1522": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a narrow range, but starting at index 43, there is a sudden flatline of zeros, disrupting the normal fluctuations. Following this, intermittent zeros appear sporadically, and the sequence transitions into a prolonged flatline of zeros, indicating a loss of normal variability. This combination of anomalies suggests a Sudden Flatline Anomaly followed by a Continuous Segment Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a narrow range, but starting at index 43, there is a sudden flatline of zeros, disrupting the normal fluctuations. Following this, intermittent zeros appear sporadically, and the sequence transitions into a prolonged flatline of zeros, indicating a loss of normal variability. This combination of anomalies suggests a Sudden Flatline Anomaly followed by a Continuous Segment Anomaly.\nActionID: 10"
+        },
+        "1523": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.59, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.91, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.59, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.91, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "1524": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Following this, the sequence transitions into a gradual upward drift (e.g., from -0.01 to 1.58), indicating a Drift Anomaly. Later, there is a nonlinear pattern of exponential growth (e.g., 1.58, 2.0, 2.38, 2.68, 2.98, 3.08",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Following this, the sequence transitions into a gradual upward drift (e.g., from -0.01 to 1.58), indicating a Drift Anomaly. Later, there is a nonlinear pattern of exponential growth (e.g., 1.58, 2.0, 2.38, 2.68, 2.98, 3.08"
+        },
+        "1525": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1526": {
+            "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation pattern. However, starting from index 40, the sequence transitions into a flatline of repeated values (120.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation pattern. However, starting from index 40, the sequence transitions into a flatline of repeated values (120.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.\nActionID: 10"
+        },
+        "1527": {
+            "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant deviations, abrupt changes, or disruptions in the statistical properties of the sequence. The values remain within a reasonable range for traffic flow data, and no specific anomaly type is evident. This suggests the sequence is normal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant deviations, abrupt changes, or disruptions in the statistical properties of the sequence. The values remain within a reasonable range for traffic flow data, and no specific anomaly type is evident. This suggests the sequence is normal.\nActionID: 0"
+        },
+        "1528": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.23). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.23). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+        },
+        "1529": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38) starting around index 100, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38) starting around index 100, which deviates from the"
+        },
+        "1530": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 12851.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 12851.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+        },
+        "1531": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 49 (value 1.06), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 50 to 56, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 49 (value 1.06), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 50 to 56, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+        },
+        "1532": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "1533": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "1534": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1535": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1536": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "1537": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.22) and a subsequent extreme drop at index 97 (value -1.28), followed by a recovery. This sequence exhibits a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Such anomalies are often observed in ECG signals due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.22) and a subsequent extreme drop at index 97 (value -1.28), followed by a recovery. This sequence exhibits a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Such anomalies are often observed in ECG signals due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "1538": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (0.52) followed by a sharp drop to -0.48 and -0.66, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. Toward the end of the sequence, there is a nonlinear growth",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (0.52) followed by a sharp drop to -0.48 and -0.66, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. Toward the end of the sequence, there is a nonlinear growth"
+        },
+        "1539": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.58), followed by a significant drop to -1.21 at index 114. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.58), followed by a significant drop to -1.21 at index 114. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1540": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 93 to 96, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 93 to 96, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1541": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.92, 1.18, 1.48, 1.68, 1.96, 2.28) starting around index 100",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.92, 1.18, 1.48, 1.68, 1.96, 2.28) starting around index 100"
+        },
+        "1542": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1543": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1544": {
+            "Thought": "The value 12952.0 at index 11 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 12952.0 at index 11 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+        },
+        "1545": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.2, 1.56, 1.92, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.2, 1.56, 1.92, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "1546": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around indices 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around indices 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1547": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1548": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This gradual increase continues, with the sequence deviating from the earlier stable range and showing a consistent upward trend. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This gradual increase continues, with the sequence deviating from the earlier stable range and showing a consistent upward trend. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1549": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1777.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1777.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.\nActionID: 1"
+        },
+        "1550": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "1551": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "1552": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme deviation with a spike (0.26, 0.61) followed by a sharp drop (-0.69, -1.42). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme deviation with a spike (0.26, 0.61) followed by a sharp drop (-0.69, -1.42). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "1553": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.\nActionID: 0"
+        },
+        "1554": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.08 and consistently decreasing to around 7.44. This indicates a systematic deviation from the original level, suggesting a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.08 and consistently decreasing to around 7.44. This indicates a systematic deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "1555": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations around a central value. However, the amplitude of the fluctuations appears to be inconsistent, with some segments showing larger amplitudes than others. This disruption in the periodic pattern suggests a deviation from the expected behavior.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations around a central value. However, the amplitude of the fluctuations appears to be inconsistent, with some segments showing larger amplitudes than others. This disruption in the periodic pattern suggests a deviation from the expected behavior.\nActionID: 2"
+        },
+        "1556": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 90, where the sequence transitions from a relatively stable pattern to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 90, where the sequence transitions from a relatively stable pattern to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1557": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 27 and 0.23 at index 57), abrupt drops (e.g., -0.01 at index 28 and -0.02 at index 58), and segments of flat or near-flat values (e.g., consecutive 0.0 values from index 30 to 33). These disruptions indicate a combination of sudden spikes and flatline behavior, which are characteristic of anomalies in environmental sensor data. The most prominent anomaly is the sudden spike at index 27.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 27 and 0.23 at index 57), abrupt drops (e.g., -0.01 at index 28 and -0.02 at index 58), and segments of flat or near-flat values (e.g., consecutive 0.0 values from index 30 to 33). These disruptions indicate a combination of sudden spikes and flatline behavior, which are characteristic of anomalies in environmental sensor data. The most prominent anomaly is the sudden spike at index 27.\nActionID: 12"
+        },
+        "1558": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "1559": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1560": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1233.35 to -1511.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1233.35 to -1511.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "1561": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "1562": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "1563": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1564": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1565": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1566": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic isolated high values (e.g., 1.38, 1.36, 1.37) that deviate from the surrounding data, indicating sparse anomalies. Later, there is a sudden flatline of zeros from index 43 to 46, disrupting the normal fluctuations. Additionally, the sequence transitions into a gradual upward drift starting from index 50, where the values steadily increase without returning to the original range, indicating a drift anomaly. These combined patterns suggest a complex anomaly involving sparse, flatline, and drift behaviors.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic isolated high values (e.g., 1.38, 1.36, 1.37) that deviate from the surrounding data, indicating sparse anomalies. Later, there is a sudden flatline of zeros from index 43 to 46, disrupting the normal fluctuations. Additionally, the sequence transitions into a gradual upward drift starting from index 50, where the values steadily increase without returning to the original range, indicating a drift anomaly. These combined patterns suggest a complex anomaly involving sparse, flatline, and drift behaviors.\nActionID: 11"
+        },
+        "1567": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1568": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, starting at index 115, there is a significant upward drift in values, indicating a Drift Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, starting at index 115, there is a significant upward drift in values, indicating a Drift Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 12"
+        },
+        "1569": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a sudden change in the behavior of the sensor. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a sudden change in the behavior of the sensor. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1570": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 16, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 16, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1571": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1572": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1573": {
+            "Thought": "The value 12952.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 12952.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+        },
+        "1574": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1575": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1576": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable pattern. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable pattern. This indicates a normal sequence.\nActionID: 0"
+        },
+        "1577": {
+            "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+        },
+        "1578": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1579": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 21 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1580": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 96,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 96,"
+        },
+        "1581": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1582": {
+            "Thought": "The time series exhibits a sudden and significant increase in values starting at index 4, peaking at index 6 (106.0), and then returning to a lower range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in traffic flow. The spike is isolated and does not persist, making it a temporary anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant increase in values starting at index 4, peaking at index 6 (106.0), and then returning to a lower range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in traffic flow. The spike is isolated and does not persist, making it a temporary anomaly.\nActionID: 12"
+        },
+        "1583": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (value 0.24) and a sharp drop at index 16 (value -0.24). This is followed by a significant outlier at index 17 (value -1.25), which deviates drastically from the surrounding values. Additionally, there are repeated values (e.g., -0.24 and -0.23) disrupting the normal fluctuation pattern. These characteristics suggest a combination of drift, sudden spikes, and repeated value anomalies. However, the most prominent anomaly is the extreme",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (value 0.24) and a sharp drop at index 16 (value -0.24). This is followed by a significant outlier at index 17 (value -1.25), which deviates drastically from the surrounding values. Additionally, there are repeated values (e.g., -0.24 and -0.23) disrupting the normal fluctuation pattern. These characteristics suggest a combination of drift, sudden spikes, and repeated value anomalies. However, the most prominent anomaly is the extreme",
+            "ParseError": "unrecognized_action_id"
+        },
+        "1584": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (-0.92, -1.04). This indicates a combination of sudden spikes and abrupt changes in the statistical properties",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (-0.92, -1.04). This indicates a combination of sudden spikes and abrupt changes in the statistical properties",
+            "ParseError": "unrecognized_action_id"
+        },
+        "1585": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1586": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 110, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 110, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "1587": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.8, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.8, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1588": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1589": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.9 and -1.33. These abrupt changes disrupt the normal pattern of the ECG signal. The flatline behavior and sudden spikes/drops suggest a Sudden Flatline Anomaly followed by Sudden Spike An",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.9 and -1.33. These abrupt changes disrupt the normal pattern of the ECG signal. The flatline behavior and sudden spikes/drops suggest a Sudden Flatline Anomaly followed by Sudden Spike An"
+        },
+        "1590": {
+            "Thought": "The sequence is predominantly flat with values of 0.04, but there are two isolated spikes at 0.06 (index 17 and 23) and one at 0.05 (index 59). These sporadic deviations from the flatline pattern indicate isolated anomalous patterns in the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.04, but there are two isolated spikes at 0.06 (index 17 and 23) and one at 0.05 (index 59). These sporadic deviations from the flatline pattern indicate isolated anomalous patterns in the time series.\nActionID: 8"
+        },
+        "1591": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.66) and peaking at index 81 (2.38), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.66) and peaking at index 81 (2.38), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.\nActionID: 14"
+        },
+        "1592": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 27, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 27, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.\nActionID: 4"
+        },
+        "1593": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "1594": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from 12.0 and decreasing to around 6.0, followed by a recovery and fluctuation around 8.0. This gradual deviation from the initial level indicates a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from 12.0 and decreasing to around 6.0, followed by a recovery and fluctuation around 8.0. This gradual deviation from the initial level indicates a drift anomaly.\nActionID: 11"
+        },
+        "1595": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1596": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 22 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 22 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "1597": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1598": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.66 to -0.68 to -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.1 to 2.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrhyth",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.66 to -0.68 to -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.1 to 2.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrhyth"
+        },
+        "1599": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1600": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1601": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 43-47, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.1, -0.87, -0.72, -0.66) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows some irregular fluctuations in the later part, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 43-47, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.1, -0.87, -0.72, -0.66) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows some irregular fluctuations in the later part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "1602": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 13 (value 1.28), which deviates sharply from the surrounding values that are mostly within the range of 0.2 to 0.6. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 13 (value 1.28), which deviates sharply from the surrounding values that are mostly within the range of 0.2 to 0.6. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "1603": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "1604": {
+            "Thought": "The time series exhibits a sudden and significant deviation in amplitude starting at index 68, where the values rapidly increase to a peak of 2.78 and then gradually decrease. This is followed by a return to a more stable range. The sharp increase and subsequent decrease disrupt the normal fluctuation pattern, indicating an amplitude anomaly. This type of anomaly is often observed in ECG data due to irregular heartbeats or other physiological events.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude starting at index 68, where the values rapidly increase to a peak of 2.78 and then gradually decrease. This is followed by a return to a more stable range. The sharp increase and subsequent decrease disrupt the normal fluctuation pattern, indicating an amplitude anomaly. This type of anomaly is often observed in ECG data due to irregular heartbeats or other physiological events.\nActionID: 6"
+        },
+        "1605": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 26, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 26, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1606": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1607": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 to 100), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 to 100), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "1608": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.21) and a subsequent sharp drop at index 97 (value -0.48), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.21) and a subsequent sharp drop at index 97 (value -0.48), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.\nActionID: 12"
+        },
+        "1609": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop around index 16, where the values decrease significantly and stabilize at a lower range. This indicates a change in the statistical properties, such as the mean and variance, suggesting an abrupt shift in the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop around index 16, where the values decrease significantly and stabilize at a lower range. This indicates a change in the statistical properties, such as the mean and variance, suggesting an abrupt shift in the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "1610": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1611": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude, particularly around index 56-60, where values like 0.5, 0.6, and 0.55 deviate drastically from the surrounding data. This suggests an Amplitude Anomaly. The overall pattern also shows nonlinear changes, such as the",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude, particularly around index 56-60, where values like 0.5, 0.6, and 0.55 deviate drastically from the surrounding data. This suggests an Amplitude Anomaly. The overall pattern also shows nonlinear changes, such as the"
+        },
+        "1612": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1613": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 74, there is a significant spike (0.42) followed by a sharp drop to -0.58 and -1.0, indicating a sudden and extreme deviation from the normal range. This is followed by a recovery phase with a gradual upward drift (e.g.,",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 74, there is a significant spike (0.42) followed by a sharp drop to -0.58 and -1.0, indicating a sudden and extreme deviation from the normal range. This is followed by a recovery phase with a gradual upward drift (e.g.,",
+            "ParseError": "unrecognized_action_id"
+        },
+        "1614": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 27 (value 10.0), which deviates drastically from the surrounding values that are all negative and within a similar range. This spike is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 27 (value 10.0), which deviates drastically from the surrounding values that are all negative and within a similar range. This spike is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "1615": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "1616": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -1958.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -1958.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1617": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1365.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1365.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1618": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.58), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.72, 1.5, 2.32, 3.06) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.58), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.72, 1.5, 2.32, 3.06) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+        },
+        "1619": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1620": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -1.38). Later, there is a nonlinear pattern of exponential growth (e.g., 1.0 to 4.31) and subsequent decay. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which disrupts the normal ECG rhythm.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -1.38). Later, there is a nonlinear pattern of exponential growth (e.g., 1.0 to 4.31) and subsequent decay. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which disrupts the normal ECG rhythm.\nActionID: 1"
+        },
+        "1621": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.82, 1.0, 1.32, 1.56, 1.72) starting around index 90, which deviates from the earlier fluctuations, indicating a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.82, 1.0, 1.32, 1.56, 1.72) starting around index 90, which deviates from the earlier fluctuations, indicating a"
+        },
+        "1622": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 56, there is a sudden and extreme drop to -12.0, followed by a rapid recovery to -1.0 and then a sharp increase to 10.0 and beyond. This sequence of abrupt changes, including extreme deviations and recovery, indicates a nonlinear and erratic pattern that breaks the original trend. This behavior is characteristic of a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 56, there is a sudden and extreme drop to -12.0, followed by a rapid recovery to -1.0 and then a sharp increase to 10.0 and beyond. This sequence of abrupt changes, including extreme deviations and recovery, indicates a nonlinear and erratic pattern that breaks the original trend. This behavior is characteristic of a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "1623": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, at index 87, there is a significant and abrupt drop to -1.09, followed by a recovery, which is another Sudden Spike Anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 90-100, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, at index 87, there is a significant and abrupt drop to -1.09, followed by a recovery, which is another Sudden Spike Anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 90-100, indicating a Nonlinear Pattern Anom"
+        },
+        "1624": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+        },
+        "1625": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1626": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1627": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.46, followed by a steep drop to -0.98 and -1.33. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.46, followed by a steep drop to -0.98 and -1.33. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "1628": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.04, 0.05, 0.06) that disrupt the normal fluctuation pattern. These repeated values appear sporadically and are not part of a consistent pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.04, 0.05, 0.06) that disrupt the normal fluctuation pattern. These repeated values appear sporadically and are not part of a consistent pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "1629": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 33, there is a noticeable upward shift in the values, with a new range forming around 1.0. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 33, there is a noticeable upward shift in the values, with a new range forming around 1.0. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data.\nActionID: 4"
+        },
+        "1630": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1631": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 12.0, followed by a sharp decline starting at index 20, reaching a minimum at index 26. Afterward, the sequence exhibits a recovery phase with a gradual upward trend. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 12.0, followed by a sharp decline starting at index 20, reaching a minimum at index 26. Afterward, the sequence exhibits a recovery phase with a gradual upward trend. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.\nActionID: 3"
+        },
+        "1633": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+        },
+        "1634": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.16, 0.38) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.16, 0.38) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "1635": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1636": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 20, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1637": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1638": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "1639": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 53.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 53.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "1640": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.94). Later, there is a nonlinear pattern of exponential growth (e.g., 0.94 to 4.31) and subsequent decay. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which disrupts the normal ECG rhythm.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.94). Later, there is a nonlinear pattern of exponential growth (e.g., 0.94 to 4.31) and subsequent decay. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which disrupts the normal ECG rhythm.\nActionID:"
+        },
+        "1641": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 66-70, where the values spike to 0.25, 0.66, -0.65, -1.1, and -0.92, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the values deviate sharply and then return to the baseline. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden electrical disturbance in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 66-70, where the values spike to 0.25, 0.66, -0.65, -1.1, and -0.92, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the values deviate sharply and then return to the baseline. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden electrical disturbance in the ECG signal.\nActionID: 12"
+        },
+        "1642": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "1643": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 12800.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 12800.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+        },
+        "1644": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1645": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1646": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "1647": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "1648": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "1649": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "1650": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1651": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 143.38 to 10.0, followed by a recovery to 115.0, and then another drop to 10.0. Additionally, there are abrupt changes in the mean and variance, such as the transition from 143.38 to 10.0 and back to 115.0. These abrupt changes indicate a disruption in the statistical properties of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 143.38 to 10.0, followed by a recovery to 115.0, and then another drop to 10.0. Additionally, there are abrupt changes in the mean and variance, such as the transition from 143.38 to 10.0 and back to 115.0. These abrupt changes indicate a disruption in the statistical properties of the sequence.\nActionID: 4"
+        },
+        "1652": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, starting at index 96, there is a significant upward drift in values, followed by a nonlinear growth pattern, indicating a Drift Anomaly and Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, starting at index 96, there is a significant upward drift in values, followed by a nonlinear growth pattern, indicating a Drift Anomaly and Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal"
+        },
+        "1653": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1654": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value shifts abruptly from -2252.35 to -1515.21, before returning to a similar range in subsequent points. This indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value shifts abruptly from -2252.35 to -1515.21, before returning to a similar range in subsequent points. This indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1655": {
+            "Thought": "The value 60.2 at index 56 is a sudden and extreme spike compared to the surrounding values, which generally range between 30 and 36. This spike disrupts the sequence temporarily before returning to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 60.2 at index 56 is a sudden and extreme spike compared to the surrounding values, which generally range between 30 and 36. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+        },
+        "1656": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 17 (value 193.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 17 (value 193.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1657": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 23, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "1658": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "1659": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "1660": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+        },
+        "1661": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 66-70, where the values deviate significantly from the normal range. This is followed by a recovery and a nonlinear pattern of growth and decay. The sequence also shows irregular fluctuations and disruptions in the expected ECG pattern, indicating a combination of drift, sudden spike, and nonlinear pattern anomalies. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 66-70, where the values deviate significantly from the normal range. This is followed by a recovery and a nonlinear pattern of growth and decay. The sequence also shows irregular fluctuations and disruptions in the expected ECG pattern, indicating a combination of drift, sudden spike, and nonlinear pattern anomalies. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1662": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.38, -1.39). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.38, -1.39). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike."
+        },
+        "1663": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 33, there is a sharp and nonlinear decline, followed by a recovery and subsequent fluctuations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 33, there is a sharp and nonlinear decline, followed by a recovery and subsequent fluctuations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1664": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 10 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 10 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1665": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.27, followed by a further drop to -1.59, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 91, there is a gradual and consistent upward drift in values, peaking at 2.06, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 91-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.27, followed by a further drop to -1.59, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 91, there is a gradual and consistent upward drift in values, peaking at 2.06, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 91-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern."
+        },
+        "1666": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 10.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 30 to 40, where values increase exponentially. This is followed by a sharp drop and fluctuations, indicating a significant deviation from the original trend. The sequence also shows a sudden spike at index 59 (value 10.0) and a subsequent drop. These characteristics suggest a combination of drift, sudden spikes, and nonlinear pattern anomalies.",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 10.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 30 to 40, where values increase exponentially. This is followed by a sharp drop and fluctuations, indicating a significant deviation from the original trend. The sequence also shows a sudden spike at index 59 (value 10.0) and a subsequent drop. These characteristics suggest a combination of drift, sudden spikes, and nonlinear pattern anomalies.\nActionID:",
+            "ParseError": "unrecognized_action_id"
+        },
+        "1667": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1668": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a narrow range, but starting at index 49, there is a sudden flatline of zeros, disrupting the normal fluctuations. Following this, at index 55, there is a sudden spike to 1.36, which is significantly higher than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. The flatline and spike are indicative of separate anomalies.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a narrow range, but starting at index 49, there is a sudden flatline of zeros, disrupting the normal fluctuations. Following this, at index 55, there is a sudden spike to 1.36, which is significantly higher than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. The flatline and spike are indicative of separate anomalies.\nActionID: 10"
+        },
+        "1669": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.22, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.08, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.22, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.08, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "1670": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1671": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "1672": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 24 (-1.38) and index 25 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 86 (1.02) and peaking at index 90 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 24 (-1.38) and index 25 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 86 (1.02) and peaking at index 90 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non"
+        },
+        "1673": {
+            "Thought": "The value 50.9 at index 3 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.9 at index 3 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "1674": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-1577.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-1577.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "1675": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+        },
+        "1676": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.21) and index 17 (0.41), followed by a sharp drop at index 18 (-0.38) and index 19 (-1.08). This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 16 to 19 shows a continuous deviation from the normal pattern, suggesting a Continuous Segment Anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomalies are the sudden spike and the continuous deviation.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.21) and index 17 (0.41), followed by a sharp drop at index 18 (-0.38) and index 19 (-1.08). This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 16 to 19 shows a continuous deviation from the normal pattern, suggesting a Continuous Segment Anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomalies are the sudden spike and the continuous deviation.\nActionID: 12"
+        },
+        "1677": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "1678": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 12, 13, and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 12, 13, and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.\nActionID: 10"
+        },
+        "1679": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "1680": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom"
+        },
+        "1681": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a steep decline and subsequent recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a steep decline and subsequent recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1682": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.\nActionID: 8"
+        },
+        "1683": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "1684": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 100",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 100"
+        },
+        "1685": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+            "ParseError": "unrecognized_action_id"
+        },
+        "1686": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1687": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1688": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "1689": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1690": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1691": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from around 12.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from around 12.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1692": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 2.21) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 2.21) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+        },
+        "1693": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "1694": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop in values around index 29, where the sequence transitions into a flatline of repeated values (1.36) for several points. This is followed by a recovery and fluctuations, but the flatline disrupts the normal fluctuation pattern. The flatline behavior is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop in values around index 29, where the sequence transitions into a flatline of repeated values (1.36) for several points. This is followed by a recovery and fluctuations, but the flatline disrupts the normal fluctuation pattern. The flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1695": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56) starting around index 96, which deviates from the earlier fluctuations, indicating",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56) starting around index 96, which deviates from the earlier fluctuations, indicating"
+        },
+        "1696": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 93, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 93, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "1697": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1698": {
+            "Thought": "The value 3.38 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 0.2 and 0.6. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 3.38 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 0.2 and 0.6. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "1699": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.28, followed by a further drop to -1.56, which is a significant deviation from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.31, which suggests a Drift Anomaly. The sequence also shows nonlinear growth in the latter part, deviating from the original pattern, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain, these anomalies could represent critical events such as arrhythmias",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.28, followed by a further drop to -1.56, which is a significant deviation from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.31, which suggests a Drift Anomaly. The sequence also shows nonlinear growth in the latter part, deviating from the original pattern, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain, these anomalies could represent critical events such as arrhythmias"
+        },
+        "1700": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1701": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1702": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1703": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "1704": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a spike (0.28, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme deviation is the key anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a spike (0.28, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme deviation is the key anomaly.\nActionID: 12"
+        },
+        "1705": {
+            "Thought": "The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range to a sharp increase (e.g., around index 10-15), followed by a return to a more stable range. Additionally, there are segments where the pattern deviates slightly (e.g., around index 30-40), and the overall pattern appears inconsistent in certain segments. This suggests a disruption in the expected periodic behavior.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range to a sharp increase (e.g., around index 10-15), followed by a return to a more stable range. Additionally, there are segments where the pattern deviates slightly (e.g., around index 30-40), and the overall pattern appears inconsistent in certain segments. This suggests a disruption in the expected periodic behavior.\nActionID: 2"
+        },
+        "1706": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "1707": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "1708": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 96, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 96, which deviates from the earlier"
+        },
+        "1709": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+        },
+        "1710": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 30 (value 1365.06), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 30 (value 1365.06), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+        },
+        "1711": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "1712": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1713": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.68, -1.72). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.68, -1.72). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1714": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values oscillate between extreme positive and negative ranges, and there is no consistent trend or periodicity. The sequence deviates from any linear or predictable pattern, indicating a nonlinear behavior.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values oscillate between extreme positive and negative ranges, and there is no consistent trend or periodicity. The sequence deviates from any linear or predictable pattern, indicating a nonlinear behavior.\nActionID: 14"
+        },
+        "1715": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 3.0 to 3.5), but starting at index 16, there is a sudden and significant drop in values, reaching as low as 1.0. This abrupt change in the statistical properties, particularly the mean and variance, indicates a shift in the behavior of the time series. After this drop, the values gradually recover and stabilize at a new range, suggesting a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 3.0 to 3.5), but starting at index 16, there is a sudden and significant drop in values, reaching as low as 1.0. This abrupt change in the statistical properties, particularly the mean and variance, indicates a shift in the behavior of the time series. After this drop, the values gradually recover and stabilize at a new range, suggesting a change point anomaly.\nActionID: 4"
+        },
+        "1716": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "1717": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "1718": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 27 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a highly irregular pattern with large fluctuations, including a sharp drop at index 33 (value -1.0) and subsequent recovery. This indicates a combination of a Sudden Spike Anomaly and a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike at index 27.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 27 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a highly irregular pattern with large fluctuations, including a sharp drop at index 33 (value -1.0) and subsequent recovery. This indicates a combination of a Sudden Spike Anomaly and a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike at index 27.\nActionID: 12"
+        },
+        "1719": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 and -0.84. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 and -0.84. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1720": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "1721": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around index 10 to 20, where the values stabilize near zero with minimal fluctuations. Afterward, there is a sudden spike at index 68 (value 0.21) and a subsequent sharp drop to -1.21 at index 72, followed by a recovery. This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which significantly deviate from the expected pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around index 10 to 20, where the values stabilize near zero with minimal fluctuations. Afterward, there is a sudden spike at index 68 (value 0.21) and a subsequent sharp drop to -1.21 at index 72, followed by a recovery. This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which significantly deviate from the expected pattern.\nActionID: 12"
+        },
+        "1722": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "1723": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.\nActionID: 2"
+        },
+        "1724": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 11, where the value (-227.78) deviates sharply from the surrounding values, which are generally in the range of -1000 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11, where the value (-227.78) deviates sharply from the surrounding values, which are generally in the range of -1000 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1725": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1726": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1727": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1728": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 26, there is a noticeable upward drift in values, followed by a sudden drop and irregular fluctuations. Additionally, there are abrupt changes in the statistical properties, such as mean and variance, at various points, indicating significant shifts in the sequence. These characteristics suggest a combination of drift, change point, and distributional changes. However, the most prominent anomaly is the abrupt changes in statistical properties, particularly around index 26 and index 56.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 26, there is a noticeable upward drift in values, followed by a sudden drop and irregular fluctuations. Additionally, there are abrupt changes in the statistical properties, such as mean and variance, at various points, indicating significant shifts in the sequence. These characteristics suggest a combination of drift, change point, and distributional changes. However, the most prominent anomaly is the abrupt changes in statistical properties, particularly around index 26 and index 56.\nActionID: 4"
+        },
+        "1729": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.58, -1.7, -1.4, and -1.02, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.58, -1.7, -1.4, and -1.02, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1730": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1731": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1732": {
+            "Thought": "The value 50.2 at index 10 significantly deviates from the surrounding data points, which mostly range between 33 and 39. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 10 significantly deviates from the surrounding data points, which mostly range between 33 and 39. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "1733": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 11, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 13 and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomaly is the sudden flatline at index 11.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 11, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 13 and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomaly is the sudden flatline at index 11.\nActionID: 10"
+        },
+        "1734": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1735": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.58, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.58, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -0"
+        },
+        "1736": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1737": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 92-95, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.08). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 92-95, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.08). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+        },
+        "1738": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.22, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.22, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG"
+        },
+        "1739": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1740": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1741": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 30, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 30, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+        },
+        "1742": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.42, 0.68, 0.86, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 90",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.42, 0.68, 0.86, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 90"
+        },
+        "1743": {
+            "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 8. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 8. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1744": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.5, 2.42, 3.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.5, 2.42, 3.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+        },
+        "1745": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1746": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a gradual drift away from the expected utilization pattern.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a gradual drift away from the expected utilization pattern.\nActionID: 11"
+        },
+        "1747": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "1748": {
+            "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.\nActionID: 4"
+        },
+        "1749": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 16 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 16 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1750": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1751": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). Around index 51, there is a significant spike (0.2, 0.42, 0.61) followed by a sharp drop to extreme negative values (-0.68, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence later shows a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). Around index 51, there is a significant spike (0.2, 0.42, 0.61) followed by a sharp drop to extreme negative values (-0.68, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence later shows a"
+        },
+        "1752": {
+            "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent trend. However, there are multiple instances of sudden spikes, such as at index 19 (0.166) and index 27 (0.16), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent trend. However, there are multiple instances of sudden spikes, such as at index 19 (0.166) and index 27 (0.16), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "1753": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1754": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "1755": {
+            "Thought": "The sequence exhibits a sudden and significant spike at the end, with values jumping from a decreasing trend to 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0,",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at the end, with values jumping from a decreasing trend to 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0,"
+        },
+        "1756": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -0.02, and then a sudden spike at index 30 (value 0.14). Afterward, there is a sharp drop to -0.04 and a subsequent recovery, indicating a nonlinear pattern. The sequence also shows irregular fluctuations and deviations from the expected behavior, suggesting a combination of drift, flatline, and nonlinear pattern anomalies.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -0.02, and then a sudden spike at index 30 (value 0.14). Afterward, there is a sharp drop to -0.04 and a subsequent recovery, indicating a nonlinear pattern. The sequence also shows irregular fluctuations and deviations from the expected behavior, suggesting a combination of drift, flatline, and nonlinear pattern anomalies.\nActionID: 14"
+        },
+        "1757": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 36, there is a sharp upward trend followed by a peak and subsequent decline. This behavior indicates a nonlinear pattern that breaks the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 36, there is a sharp upward trend followed by a peak and subsequent decline. This behavior indicates a nonlinear pattern that breaks the original linear rule.\nActionID: 14"
+        },
+        "1758": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 27, there is a sudden and significant increase in values, peaking at 55.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 27, there is a sudden and significant increase in values, peaking at 55.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+        },
+        "1759": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 22 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 22 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+        },
+        "1760": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "1761": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 74, there is a sudden and extreme deviation with a spike (0.28, 0.46) followed by a sharp drop (-0.68, -1.58). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 74, there is a sudden and extreme deviation with a spike (0.28, 0.46) followed by a sharp drop (-0.68, -1.58). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "1762": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1763": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1764": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+        },
+        "1765": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a significant outlier at index 100 (-1.44). These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a significant outlier at index 100 (-1.44). These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomalies.\nActionID: 12"
+        },
+        "1766": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 37, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 37, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.\nActionID: 10"
+        },
+        "1767": {
+            "Thought": "The time series exhibits a sudden and significant deviation in amplitude at index 10, where the value jumps to 0.58 and then drops sharply to -0.58, followed by a series of irregular fluctuations. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal range and then returns to a more stable pattern. Additionally, the sequence shows some irregularities in the later part, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at index 10, where the value jumps to 0.58 and then drops sharply to -0.58, followed by a series of irregular fluctuations. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal range and then returns to a more stable pattern. Additionally, the sequence shows some irregularities in the later part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "1768": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.07 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a nonlinear recovery. This indicates a combination of anomalies, including a sudden flatline, a sudden spike, and nonlinear pattern changes. The flatline behavior is particularly concerning in the context of ECG signals, as it may indicate a loss of signal or a critical event.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.07 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a nonlinear recovery. This indicates a combination of anomalies, including a sudden flatline, a sudden spike, and nonlinear pattern changes. The flatline behavior is particularly concerning in the context of ECG signals, as it may indicate a loss of signal or a critical event.\nActionID: 10"
+        },
+        "1769": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1770": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1771": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1772": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+        },
+        "1773": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1774": {
+            "Thought": "The sequence initially shows a gradual decline in values, followed by a sudden flatline of zeros starting at index 16. This flatline persists for a significant duration, disrupting the normal fluctuations. After the flatline, the sequence resumes with a gradual decline, but the flatline segment is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decline in values, followed by a sudden flatline of zeros starting at index 16. This flatline persists for a significant duration, disrupting the normal fluctuations. After the flatline, the sequence resumes with a gradual decline, but the flatline segment is the most prominent anomaly.\nActionID: 10"
+        },
+        "1775": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+        },
+        "1776": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward trend followed by a sudden spike at index 19 (value 10.0), which disrupts the sequence. Subsequently, there is a sharp increase in values starting at index 27, peaking at index 31 (value 32.0), and then stabilizing into a new pattern with higher amplitudes. This indicates a combination of a Sudden Spike Anomaly and a Pattern Change Anomaly. However, the dominant anomaly is the Pattern Change Anomaly due to the significant shift in the overall pattern of the sequence.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward trend followed by a sudden spike at index 19 (value 10.0), which disrupts the sequence. Subsequently, there is a sharp increase in values starting at index 27, peaking at index 31 (value 32.0), and then stabilizing into a new pattern with higher amplitudes. This indicates a combination of a Sudden Spike Anomaly and a Pattern Change Anomaly. However, the dominant anomaly is the Pattern Change Anomaly due to the significant shift in the overall pattern of the sequence.\nActionID: 7"
+        },
+        "1777": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows a gradual drift downward, followed by a sudden spike at index 23 (0.21) and a significant spike at index 24 (0.56). This is followed by a sharp drop to -0.41 and -0.66, indicating a sudden spike anomaly. Later, the sequence transitions into a nonlinear growth pattern starting around index 90, where the values increase exponentially, deviating from the earlier trend. This suggests a nonlinear pattern anomaly. Additionally, the sequence shows irregular fluctuations and disruptions in the expected ECG pattern, which could indicate a pattern change anomaly",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows a gradual drift downward, followed by a sudden spike at index 23 (0.21) and a significant spike at index 24 (0.56). This is followed by a sharp drop to -0.41 and -0.66, indicating a sudden spike anomaly. Later, the sequence transitions into a nonlinear growth pattern starting around index 90, where the values increase exponentially, deviating from the earlier trend. This suggests a nonlinear pattern anomaly. Additionally, the sequence shows irregular fluctuations and disruptions in the expected ECG pattern, which could indicate a pattern change anomaly"
+        },
+        "1778": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 86 (value 0.22) and a subsequent extreme drop at index 87 (value -1.28), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 86 (value 0.22) and a subsequent extreme drop at index 87 (value -1.28), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1779": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "1780": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1781": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "1782": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a partial recovery, but the overall trend shows a gradual deviation from the initial level, indicating a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a partial recovery, but the overall trend shows a gradual deviation from the initial level, indicating a drift anomaly.\nActionID: 11"
+        },
+        "1783": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "1784": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "1785": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.78), and then a recovery to a more stable pattern. Later, there is a nonlinear pattern of exponential growth (e.g., 0.24 to 2.08) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.78), and then a recovery to a more stable pattern. Later, there is a nonlinear pattern of exponential growth (e.g., 0.24 to 2.08) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+        },
+        "1786": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "1787": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1788": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+        },
+        "1789": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.5, 2.72, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.5, 2.72, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+        },
+        "1790": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "1791": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 11 (value 1365.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 11 (value 1365.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1792": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 130-140), but starting at index 33, there is a noticeable downward shift in the values, with a new range forming around 110-120. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 130-140), but starting at index 33, there is a noticeable downward shift in the values, with a new range forming around 110-120. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "1793": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 41 (value 0.23) and a sharp drop at index 42 (value -1.0). This is followed by a recovery and a nonlinear growth pattern starting at index 50, where the values increase exponentially. The sequence transitions between these behaviors, indicating a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern starting at index 50.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 41 (value 0.23) and a sharp drop at index 42 (value -1.0). This is followed by a recovery and a nonlinear growth pattern starting at index 50, where the values increase exponentially. The sequence transitions between these behaviors, indicating a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern starting at index 50.\nActionID: 14"
+        },
+        "1794": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1451.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1451.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "1795": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "1796": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "1797": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 63, where the value drops sharply to -1.05 and then further to -1.38, followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 63, where the value drops sharply to -1.05 and then further to -1.38, followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+        },
+        "1798": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.21, 2.51) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.21, 2.51) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "1799": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1800": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1801": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1802": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "1803": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "1804": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "1805": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1806": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 57 to 60, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 57 to 60, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1807": {
+            "Thought": "The value 50.2 at index 22 is a significant outlier compared to the surrounding values, which generally range between 28 and 34. This isolated spike deviates from the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 22 is a significant outlier compared to the surrounding values, which generally range between 28 and 34. This isolated spike deviates from the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "1808": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.11 and -1.33, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.11 and -1.33, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1809": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 20 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 20 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1810": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 1.3 to 1.6), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 1.3 to 1.6), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.\nActionID: 4"
+        },
+        "1811": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "1812": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 16, there is a sudden and significant increase in values, peaking at 168.0, followed by a sharp drop to 112.0 and 108.0. This indicates a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern with irregular fluctuations and deviations from the original trend, particularly in the later part of the series. The nonlinear changes disrupt the expected traffic flow pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 16, there is a sudden and significant increase in values, peaking at 168.0, followed by a sharp drop to 112.0 and 108.0. This indicates a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern with irregular fluctuations and deviations from the original trend, particularly in the later part of the series. The nonlinear changes disrupt the expected traffic flow pattern.\nActionID: 14"
+        },
+        "1813": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.84). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.84). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but"
+        },
+        "1814": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, with minor variations that are expected in such data. There are no indications of anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, with minor variations that are expected in such data. There are no indications of anomalies.\nActionID: 0"
+        },
+        "1815": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 17, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 17, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1816": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors"
+        },
+        "1817": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 2 (1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 3, further emphasizing the anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 2 (1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 3, further emphasizing the anomaly.\nActionID: 9"
+        },
+        "1818": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -1.0, -0.87, -0.77). This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence returns to a more stable range after this deviation, further supporting the presence of a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -1.0, -0.87, -0.77). This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence returns to a more stable range after this deviation, further supporting the presence of a change point anomaly.\nActionID: 4"
+        },
+        "1819": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1820": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.48), indicating a sudden spike anomaly. Additionally, the segment from index 6 to 9 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Later in the sequence, starting around index 72, there is a nonlinear increase in values, peaking at index 76 (2.31), followed by a gradual decline, indicating a nonlinear pattern anomaly. These anomalies disrupt the normal",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.48), indicating a sudden spike anomaly. Additionally, the segment from index 6 to 9 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Later in the sequence, starting around index 72, there is a nonlinear increase in values, peaking at index 76 (2.31), followed by a gradual decline, indicating a nonlinear pattern anomaly. These anomalies disrupt the normal"
+        },
+        "1821": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1822": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+        },
+        "1823": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08), which devi",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08), which devi"
+        },
+        "1824": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1825": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "1826": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "1827": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "1828": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+        },
+        "1829": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1830": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.\nActionID: 0"
+        },
+        "1831": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1832": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to extreme negative values (-0.92, -1.23). This indicates a sudden spike anomaly. Additionally, the sequence later shows a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to extreme negative values (-0.92, -1.23). This indicates a sudden spike anomaly. Additionally, the sequence later shows a"
+        },
+        "1833": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 39, where the values drop sharply to -0.51 and -0.62, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in certain segments, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 39, where the values drop sharply to -0.51 and -0.62, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in certain segments, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "1834": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.\nActionID: 0"
+        },
+        "1835": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "1836": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1837": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1838": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "1839": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.34, -0.68). This indicates a Sudden Spike Anomaly. Additionally, from index 87 onward, there is a significant upward drift in values, peaking at 1.11, followed by a gradual decline. This suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.34, -0.68). This indicates a Sudden Spike Anomaly. Additionally, from index 87 onward, there is a significant upward drift in values, peaking at 1.11, followed by a gradual decline. This suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 11"
+        },
+        "1840": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 23, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 23, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "1841": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 11 and 0.26 at index 12), abrupt drops (e.g., -0.02 at index 13 and -0.03 at index 14), and segments of fluctuating values that deviate from the expected pattern. These anomalies disrupt the normal behavior of the sequence, indicating a combination of sudden spikes and continuous deviations. However, the most prominent feature is the presence of continuous segments of irregular behavior, such as the prolonged deviation around indices 11-15 and 25-30. This suggests a Continuous Seg",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 11 and 0.26 at index 12), abrupt drops (e.g., -0.02 at index 13 and -0.03 at index 14), and segments of fluctuating values that deviate from the expected pattern. These anomalies disrupt the normal behavior of the sequence, indicating a combination of sudden spikes and continuous deviations. However, the most prominent feature is the presence of continuous segments of irregular behavior, such as the prolonged deviation around indices 11-15 and 25-30. This suggests a Continuous Seg"
+        },
+        "1842": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1843": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 22 (value 1288.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 22 (value 1288.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "1844": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1845": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.74). Later, there is a nonlinear pattern with exponential growth (e.g., 0.24 to 1.38) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.74). Later, there is a nonlinear pattern with exponential growth (e.g., 0.24 to 1.38) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+        },
+        "1846": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12188.0) from index 22 to 24, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12188.0) from index 22 to 24, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1847": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1848": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1849": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a sharp increase in amplitude, followed by a return to normal levels, indicating an Amplitude Anomaly. Furthermore, the overall pattern of the sequence changes significantly in certain segments, such as the transition from a relatively stable pattern to a more fluctuating one, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or arrhythmias.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a sharp increase in amplitude, followed by a return to normal levels, indicating an Amplitude Anomaly. Furthermore, the overall pattern of the sequence changes significantly in certain segments, such as the transition from a relatively stable pattern to a more fluctuating one, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or arrhythmias.\nActionID: 7"
+        },
+        "1850": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1851": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows"
+        },
+        "1852": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 33 (-1.38) and index 34 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 96, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 33 (-1.38) and index 34 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 96, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nActionID: 12"
+        },
+        "1853": {
+            "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of zeros starting at index 16, which persists for a significant duration. Afterward, the sequence resumes with a fluctuating pattern, but the flatline disrupts the normal behavior of the time series. This indicates a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of zeros starting at index 16, which persists for a significant duration. Afterward, the sequence resumes with a fluctuating pattern, but the flatline disrupts the normal behavior of the time series. This indicates a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1854": {
+            "Thought": "The sequence exhibits a gradual downward drift in values, starting from approximately 6.94 and decreasing to around 5.06. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data. The fluctuations within the sequence do not return to the original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, starting from approximately 6.94 and decreasing to around 5.06. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data. The fluctuations within the sequence do not return to the original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "1855": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 19 and 20, where the values jump to 12811.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 and 20, where the values jump to 12811.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1856": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 74, where the values drop sharply to -0.33 and then further to -0.51, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 74, where the values drop sharply to -0.33 and then further to -0.51, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "1857": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic zeros interspersed with normal values, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros, losing normal fluctuations. Toward the end, there are sudden spikes and drops, such as the value 1.38 at index 56, which deviates significantly from the surrounding values. This combination of anomalies suggests a mix of sparse anomalies, sudden flatline anomalies, and sudden spike anomalies. However, the dominant anomaly is the sudden spike at index 56.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic zeros interspersed with normal values, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros, losing normal fluctuations. Toward the end, there are sudden spikes and drops, such as the value 1.38 at index 56, which deviates significantly from the surrounding values. This combination of anomalies suggests a mix of sparse anomalies, sudden flatline anomalies, and sudden spike anomalies. However, the dominant anomaly is the sudden spike at index 56.\nActionID: 12"
+        },
+        "1858": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.08 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.08 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1859": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a"
+        },
+        "1860": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11811.44) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11811.44) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "1861": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 5.2 to 5.4), but starting at index 40, there is a sudden and significant increase in values, peaking at 6.06. This is followed by a sharp drop back to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 5.2 to 5.4), but starting at index 40, there is a sudden and significant increase in values, peaking at 6.06. This is followed by a sharp drop back to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1862": {
+            "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation pattern. However, after the decline, the sequence stabilizes into a flatline-like behavior with repeated values around 0.14, indicating a loss of normal fluctuations. This sudden flatline behavior is indicative of a system anomaly where the machine may have entered a stable but inactive state.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation pattern. However, after the decline, the sequence stabilizes into a flatline-like behavior with repeated values around 0.14, indicating a loss of normal fluctuations. This sudden flatline behavior is indicative of a system anomaly where the machine may have entered a stable but inactive state.\nActionID: 10"
+        },
+        "1863": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.22, 0.56) followed by a steep drop (-0.69, -1.22). This behavior is characteristic of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. This type of anomaly is often observed in ECG data due to sudden cardiac events or noise artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.22, 0.56) followed by a steep drop (-0.69, -1.22). This behavior is characteristic of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. This type of anomaly is often observed in ECG data due to sudden cardiac events or noise artifacts.\nActionID: 12"
+        },
+        "1864": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "1865": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.14 to 0.38 to -0.68 to -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth and decay patterns, which deviate from the expected linear or periodic behavior. These characteristics suggest a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike and drop, which disrupts",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.14 to 0.38 to -0.68 to -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth and decay patterns, which deviate from the expected linear or periodic behavior. These characteristics suggest a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike and drop, which disrupts"
+        },
+        "1866": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.12, 0.38) followed by a sharp drop (-0.68, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.12, 0.38) followed by a sharp drop (-0.68, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "1867": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 22, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 22, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1868": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26, 2.46), followed by a gradual downward drift (e.g., -0.09 to -0.56), indicating a Drift Anomaly. Additionally, the sequence shows non",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26, 2.46), followed by a gradual downward drift (e.g., -0.09 to -0.56), indicating a Drift Anomaly. Additionally, the sequence shows non"
+        },
+        "1869": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "1870": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1871": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 21 (value 1550.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 (value 1550.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "1872": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1873": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 17 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 17 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1874": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "1875": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern is smooth and consistent, with no significant deviations, disruptions, or irregularities. This indicates a normal utilization pattern in the IoT domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern is smooth and consistent, with no significant deviations, disruptions, or irregularities. This indicates a normal utilization pattern in the IoT domain.\nActionID: 0"
+        },
+        "1876": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a periodic change anomaly.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a periodic change anomaly.\nActionID: 2"
+        },
+        "1877": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1878": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 20, the sequence stabilizes into a flatline with minimal fluctuations, indicating a loss of normal variability. This sudden transition to a flatline suggests a system anomaly where the machine's behavior becomes static and repetitive, disrupting the expected pattern.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 20, the sequence stabilizes into a flatline with minimal fluctuations, indicating a loss of normal variability. This sudden transition to a flatline suggests a system anomaly where the machine's behavior becomes static and repetitive, disrupting the expected pattern.\nActionID: 10"
+        },
+        "1879": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.59, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.72, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.59, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.72, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "1880": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1881": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning (around 40.8) to a lower range (around 33.8), followed by fluctuations within a narrower range. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning (around 40.8) to a lower range (around 33.8), followed by fluctuations within a narrower range. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1882": {
+            "Thought": "The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "1883": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.38, 0.48, 0.56) after the spike, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.38, 0.48, 0.56) after the spike, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors"
+        },
+        "1884": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.41), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.48), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.76) and peaking at index 81 (2.51), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift-like behavior in the later part, where values gradually decrease and stabilize. However",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.41), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.48), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.76) and peaking at index 81 (2.51), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift-like behavior in the later part, where values gradually decrease and stabilize. However"
+        },
+        "1885": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "1886": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.31, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.31, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "1887": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.04, 1.28, 1.48, 1.68, 1.96, 2.18) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.04, 1.28, 1.48, 1.68, 1.96, 2.18) starting"
+        },
+        "1888": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 5 (value 1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 6, further emphasizing the anomaly. After the spike, the sequence returns to a more typical range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 5 (value 1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 6, further emphasizing the anomaly. After the spike, the sequence returns to a more typical range.\nActionID: 12"
+        },
+        "1889": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 22), abrupt drops (e.g., -100.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and amplitude anomalies. However, the most prominent feature is the sudden spike at index 22, which stands out as a clear anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 22), abrupt drops (e.g., -100.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and amplitude anomalies. However, the most prominent feature is the sudden spike at index 22, which stands out as a clear anomaly.\nActionID: 12"
+        },
+        "1890": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 49, there is a significant spike (0.52) followed by a sharp drop (-0.42, -0.68, -0.72), which is characteristic of sudden spikes and drops. These disruptions are followed by a gradual recovery and stabilization, but the sequence remains irregular. The presence of these sudden",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 49, there is a significant spike (0.52) followed by a sharp drop (-0.42, -0.68, -0.72), which is characteristic of sudden spikes and drops. These disruptions are followed by a gradual recovery and stabilization, but the sequence remains irregular. The presence of these sudden",
+            "ParseError": "unrecognized_action_id"
+        },
+        "1891": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "1892": {
+            "Thought": "The sequence initially exhibits normal fluctuations, but starting at index 31, the values abruptly transition into a flatline of zeros, losing all normal fluctuations and variability. This indicates a sudden and sustained loss of sensor activity, which is characteristic of a flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits normal fluctuations, but starting at index 31, the values abruptly transition into a flatline of zeros, losing all normal fluctuations and variability. This indicates a sudden and sustained loss of sensor activity, which is characteristic of a flatline anomaly.\nActionID: 10"
+        },
+        "1893": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23. This is followed by a return to a fluctuating pattern with smaller variations. The sharp increase in values at index 20-23 indicates a sudden spike anomaly, which is characteristic of machine-system anomalies where there is a temporary disruption in the system's behavior.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23. This is followed by a return to a fluctuating pattern with smaller variations. The sharp increase in values at index 20-23 indicates a sudden spike anomaly, which is characteristic of machine-system anomalies where there is a temporary disruption in the system's behavior.\nActionID: 12"
+        },
+        "1894": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "1895": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1427.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1427.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1896": {
+            "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 3 and 10.0 at index 11) and abrupt changes in amplitude, deviating from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 3 and 10.0 at index 11) and abrupt changes in amplitude, deviating from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.\nActionID: 8"
+        },
+        "1897": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting"
+        },
+        "1898": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 4.2, followed by a sharp decline and stabilization at a lower range. This indicates a significant change in the statistical properties, such as the mean and variance, at certain points in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 4.2, followed by a sharp decline and stabilization at a lower range. This indicates a significant change in the statistical properties, such as the mean and variance, at certain points in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "1899": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1900": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.04, -1.33, -0.9, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.04, -1.33, -0.9, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1901": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value shifts abruptly from -1235.05 to -1055.05, deviating from the surrounding trend. This indicates a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value shifts abruptly from -1235.05 to -1055.05, deviating from the surrounding trend. This indicates a sudden spike anomaly.\nActionID: 12"
+        },
+        "1902": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value plummets to 121.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value plummets to 121.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "1903": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1997.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1997.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.\nActionID: 1"
+        },
+        "1904": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1299.3) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1299.3) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1905": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+        },
+        "1906": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1907": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 23 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 23 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1908": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1909": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.09) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregular",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.09) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregular"
+        },
+        "1910": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1911": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 56, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 56, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+        },
+        "1912": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values transition from a relatively stable range to a sharp increase, peaking at 1.75, followed by a gradual decline. This behavior indicates a disruption in the normal ECG pattern, likely due to an abnormal event such as a sudden spike or artifact in the signal. The sequence then returns to a more stable range, suggesting a temporary anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values transition from a relatively stable range to a sharp increase, peaking at 1.75, followed by a gradual decline. This behavior indicates a disruption in the normal ECG pattern, likely due to an abnormal event such as a sudden spike or artifact in the signal. The sequence then returns to a more stable range, suggesting a temporary anomaly.\nActionID: 12"
+        },
+        "1913": {
+            "Thought": "The time series exhibits a sudden and significant deviation in amplitude starting at index 39, where the values rapidly increase to a peak (e.g., 2.09) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is common in ECG data due to irregular heartbeats or electrical disturbances. The rest of the sequence appears to follow a relatively stable pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude starting at index 39, where the values rapidly increase to a peak (e.g., 2.09) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is common in ECG data due to irregular heartbeats or electrical disturbances. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+        },
+        "1914": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1915": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1916": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic zeros interspersed with normal values, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros with occasional negative values, losing its normal fluctuations. This combination of sparse anomalies and a sudden flatline suggests a disruption in the sensor's behavior.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic zeros interspersed with normal values, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros with occasional negative values, losing its normal fluctuations. This combination of sparse anomalies and a sudden flatline suggests a disruption in the sensor's behavior.\nActionID: 8"
+        },
+        "1917": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1918": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1919": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+        },
+        "1920": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "1921": {
+            "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 1 and 13.0 at index 12) and abrupt changes in amplitude, deviating from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 1 and 13.0 at index 12) and abrupt changes in amplitude, deviating from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.\nActionID: 8"
+        },
+        "1922": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern An"
+        },
+        "1923": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1924": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1355.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1355.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1925": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 10, where the sequence transitions from a range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 10, where the sequence transitions from a range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "1926": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden spike to 0.01 and then a gradual increase in values, eventually stabilizing around 0.1. This indicates a transition from a flatline to a fluctuating pattern, with no return to the original flatline. The sudden spike and subsequent stabilization suggest a disruption in the normal behavior of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden spike to 0.01 and then a gradual increase in values, eventually stabilizing around 0.1. This indicates a transition from a flatline to a fluctuating pattern, with no return to the original flatline. The sudden spike and subsequent stabilization suggest a disruption in the normal behavior of the time series.\nActionID: 10"
+        },
+        "1927": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 52.06, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 52.06, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "1928": {
+            "Thought": "The value 1.055 at index 13 is a sudden and extreme spike compared to the surrounding values, which are all negative and within a similar range. This spike disrupts the sequence temporarily before returning to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 1.055 at index 13 is a sudden and extreme spike compared to the surrounding values, which are all negative and within a similar range. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+        },
+        "1929": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1930": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "1931": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "1932": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 27, there is a sudden spike (0.216) that deviates significantly from the surrounding values. Additionally, at index 29, there is an extreme spike (0.616) followed by a sharp drop to 0.062 and 0.032, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 27, there is a sudden spike (0.216) that deviates significantly from the surrounding values. Additionally, at index 29, there is an extreme spike (0.616) followed by a sharp drop to 0.062 and 0.032, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "1933": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, disrupting the normal ECG pattern. Toward the end of the sequence, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.5 and -0.73. These characteristics indicate a combination of a sudden flatline anomaly and sudden spike anomalies, which are critical in the context of ECG data.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, disrupting the normal ECG pattern. Toward the end of the sequence, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.5 and -0.73. These characteristics indicate a combination of a sudden flatline anomaly and sudden spike anomalies, which are critical in the context of ECG data.\nActionID: 10"
+        },
+        "1934": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 60 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 60 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "1935": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1936": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "1937": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data.\nActionID: 0"
+        },
+        "1938": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "1939": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the amplitude becoming irregular and inconsistent in certain segments. For example, the sequence transitions from a relatively stable pattern to a more erratic one, particularly around indices 20-30, where the amplitude and periodicity deviate from the expected behavior. This indicates a disruption in the original periodic pattern.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the amplitude becoming irregular and inconsistent in certain segments. For example, the sequence transitions from a relatively stable pattern to a more erratic one, particularly around indices 20-30, where the amplitude and periodicity deviate from the expected behavior. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+        },
+        "1940": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.5) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.5) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay."
+        },
+        "1941": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from 10.0 and decreasing steadily to around 6.0. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from 10.0 and decreasing steadily to around 6.0. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "1942": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1943": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "1944": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "1945": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "1946": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 130-140), but starting at index 16, there is a noticeable downward shift in the values, with a new range forming around 110-120. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 130-140), but starting at index 16, there is a noticeable downward shift in the values, with a new range forming around 110-120. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "1947": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1948": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1949": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.68, 0.82, 0.96, 1.08, 1.32, 1.52, 1.76,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.68, 0.82, 0.96, 1.08, 1.32, 1.52, 1.76,"
+        },
+        "1950": {
+            "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial. There are no indications of anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial. There are no indications of anomalies.\nActionID: 0"
+        },
+        "1951": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 0.88, 1.08, 1.38, 1.58, 1",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 0.88, 1.08, 1.38, 1.58, 1"
+        },
+        "1952": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.22, -1.23). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.32, 0.42, 0.52) after the spike, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.22, -1.23). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.32, 0.42, 0.52) after the spike, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+        },
+        "1953": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1954": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1955": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 91 (0.28) and a sharp drop at index 92 (-0.48), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence does not return to a consistent baseline after these disruptions, suggesting potential irregularities in the ECG signal.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 91 (0.28) and a sharp drop at index 92 (-0.48), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence does not return to a consistent baseline after these disruptions, suggesting potential irregularities in the ECG signal.\nActionID: 8"
+        },
+        "1956": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1957": {
+            "Thought": "The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 12-13, 19-20, 31-32, and 51-52) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal values, indicating a disruption in the expected behavior of the sensor. This pattern is characteristic of repeated flatline anomalies.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 12-13, 19-20, 31-32, and 51-52) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal values, indicating a disruption in the expected behavior of the sensor. This pattern is characteristic of repeated flatline anomalies.\nActionID: 9"
+        },
+        "1958": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 49, there is a sudden flatline of zeros, followed by a significant drop to negative values (e.g., -1.0, -1.32, -1.34). This indicates a combination of a Sudden Flatline Anomaly and a Continuous Segment Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The most prominent anomaly is the nonlinear pattern change.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 49, there is a sudden flatline of zeros, followed by a significant drop to negative values (e.g., -1.0, -1.32, -1.34). This indicates a combination of a Sudden Flatline Anomaly and a Continuous Segment Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The most prominent anomaly is the nonlinear pattern change.\nActionID: 14"
+        },
+        "1959": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1960": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, indicating sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, indicating sporadic anomalies.\nActionID: 8"
+        },
+        "1961": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 20, there is a sharp and nonlinear decline, followed by a recovery and subsequent fluctuations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 20, there is a sharp and nonlinear decline, followed by a recovery and subsequent fluctuations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1962": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "1963": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16, etc.), indicating a Sudden Spike Anomaly. Additionally, at index 87, there is a significant and abrupt drop to -0.78, followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence shows a nonlinear growth pattern toward the end (e.g., 0.2, 0.36, 0.52,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16, etc.), indicating a Sudden Spike Anomaly. Additionally, at index 87, there is a significant and abrupt drop to -0.78, followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence shows a nonlinear growth pattern toward the end (e.g., 0.2, 0.36, 0.52,"
+        },
+        "1964": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "1965": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 1.28), which deviates sharply from the surrounding values that generally range between 0.2 and 0.6. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 1.28), which deviates sharply from the surrounding values that generally range between 0.2 and 0.6. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.\nActionID: 12"
+        },
+        "1966": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These extreme deviations suggest an",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These extreme deviations suggest an"
+        },
+        "1967": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1968": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with rapid increases and decreases (e.g., 0.7 to -1.24 to -1.64). These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of abnormal ECG signals. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with rapid increases and decreases (e.g., 0.7 to -1.24 to -1.64). These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of abnormal ECG signals. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence.\nActionID: 14"
+        },
+        "1969": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "1970": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.18) followed by a sharp drop (-0.09) and a significant outlier (-0.44). This is followed by a recovery and a gradual upward drift, indicating a combination of sudden spikes, amplitude anomalies, and drift anomalies. The sharp drop and recovery suggest a Sudden Spike Anomaly, while the gradual upward drift suggests a Drift Anomaly. However, the most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.18) followed by a sharp drop (-0.09) and a significant outlier (-0.44). This is followed by a recovery and a gradual upward drift, indicating a combination of sudden spikes, amplitude anomalies, and drift anomalies. The sharp drop and recovery suggest a Sudden Spike Anomaly, while the gradual upward drift suggests a Drift Anomaly. However, the most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly"
+        },
+        "1971": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1972": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.62, -0.68, -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.68, 1.0, 1.38, 1.68, 1.96, 2.11, 2.38, 2.56) followed by a sharp decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.62, -0.68, -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.68, 1.0, 1.38, 1.68, 1.96, 2.11, 2.38, 2.56) followed by a sharp decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter"
+        },
+        "1973": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "1974": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12662.44) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12662.44) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "1975": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 50, where the values jump from the mid-30s to the 40s and 50s, deviating from the previous range of fluctuations. This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in behavior.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 50, where the values jump from the mid-30s to the 40s and 50s, deviating from the previous range of fluctuations. This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in behavior.\nActionID: 4"
+        },
+        "1976": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 74-77, where the values deviate significantly from the surrounding range. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, where the values deviate from the original trend and exhibit irregular fluctuations, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors points to a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 74-77, where the values deviate significantly from the surrounding range. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, where the values deviate from the original trend and exhibit irregular fluctuations, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors points to a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "1977": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "1978": {
+            "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 10), abrupt drops (e.g., 0.0 at index 11), and fluctuating values that deviate from a consistent pattern. These anomalies disrupt the expected behavior of the time series, indicating a combination of sudden spikes and potential distributional changes. However, the most prominent anomaly is the sudden spike at index 10, which significantly deviates from the surrounding values.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 10), abrupt drops (e.g., 0.0 at index 11), and fluctuating values that deviate from a consistent pattern. These anomalies disrupt the expected behavior of the time series, indicating a combination of sudden spikes and potential distributional changes. However, the most prominent anomaly is the sudden spike at index 10, which significantly deviates from the surrounding values.\nActionID: 12"
+        },
+        "1979": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 26, there is a noticeable upward shift in the values, with a new range forming around 160-170. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 26, there is a noticeable upward shift in the values, with a new range forming around 160-170. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a change point anomaly.\nActionID: 4"
+        },
+        "1980": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 41 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 41.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 41 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 41.\nActionID: 12"
+        },
+        "1981": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.42, 0.68, 0.88, 1.08, 1.38, 1.58, 1.78, 2",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.42, 0.68, 0.88, 1.08, 1.38, 1.58, 1.78, 2"
+        },
+        "1982": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.\nActionID: 0"
+        },
+        "1983": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1984": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline at a constant value of 1284.21 from index 11 to 13, disrupting the normal fluctuation pattern. This is followed by a return to normal fluctuations, indicating a temporary anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline at a constant value of 1284.21 from index 11 to 13, disrupting the normal fluctuation pattern. This is followed by a return to normal fluctuations, indicating a temporary anomaly.\nActionID: 12"
+        },
+        "1985": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1986": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "1987": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.\nActionID: 11"
+        },
+        "1988": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "1989": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.22 to -0.66. These patterns suggest a combination of sudden spikes and continuous segment anomalies. However, the most prominent anomaly is the sudden extreme drops, which are characteristic of sudden spikes.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.22 to -0.66. These patterns suggest a combination of sudden spikes and continuous segment anomalies. However, the most prominent anomaly is the sudden extreme drops, which are characteristic of sudden spikes.\nActionID: 12"
+        },
+        "1990": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 16), abrupt changes in amplitude (e.g., 10.0 to 16.0 and back to 10.0), and a nonlinear pattern of fluctuations. These disruptions indicate a significant deviation from any consistent or predictable trend, suggesting a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 16), abrupt changes in amplitude (e.g., 10.0 to 16.0 and back to 10.0), and a nonlinear pattern of fluctuations. These disruptions indicate a significant deviation from any consistent or predictable trend, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1991": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 63, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 63, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.\nActionID: 12"
+        },
+        "1992": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "1993": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values remain consistent with expected sensor readings, and no anomalies such as spikes, flatlines, or distributional changes are observed. Therefore, the sequence appears to follow a normal environmental sensor behavior.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values remain consistent with expected sensor readings, and no anomalies such as spikes, flatlines, or distributional changes are observed. Therefore, the sequence appears to follow a normal environmental sensor behavior.\nActionID: 0"
+        },
+        "1994": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "1995": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.44, -1.69, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.44, -1.69, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "1996": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 1200, followed by a sharp decline and subsequent fluctuations. This indicates a significant change in the long-term trend of the sequence, with a sudden drop and subsequent recovery. This behavior suggests a disruption in the overall trajectory of the traffic flow.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 1200, followed by a sharp decline and subsequent fluctuations. This indicates a significant change in the long-term trend of the sequence, with a sudden drop and subsequent recovery. This behavior suggests a disruption in the overall trajectory of the traffic flow.\nActionID: 3"
+        },
+        "1997": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "1998": {
+            "Thought": "The sequence exhibits sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sparsely throughout the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sparsely throughout the time series.\nActionID: 8"
+        },
+        "1999": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then stabilizes but later shows another sharp drop at index 115 (-0.22) and index 116 (-0",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then stabilizes but later shows another sharp drop at index 115 (-0.22) and index 116 (-0"
+        },
+        "2000": {
+            "Thought": "The sequence exhibits a sudden spike at index 4 (value 10.0) and index 5 (value 10.5), which are significantly higher than the surrounding values that generally range between 3.0 and 4.0. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 4 (value 10.0) and index 5 (value 10.5), which are significantly higher than the surrounding values that generally range between 3.0 and 4.0. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+        },
+        "2001": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "2002": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 68 to 73, where the values plummet to -1.24, -1.51, -1.0, -0.7, -0.5, and -0.32, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 68 to 73, where the values plummet to -1.24, -1.51, -1.0, -0.7, -0.5, and -0.32, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2003": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 133.0, 153.0, 169.0, 179.0, 189.0, 199.0, 209.0, 219.0, 229.0, 239.0, 249.0, 259.0, 269.0, 279.0, 289.0, 299.0, 309.0, 319.0, 329.0, 339.0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 133.0, 153.0, 169.0, 179.0, 189.0, 199.0, 209.0, 219.0, 229.0, 239.0, 249.0, 259.0, 269.0, 279.0, 289.0, 299.0, 309.0, 319.0, 329.0, 339.0"
+        },
+        "2004": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2005": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74, 2.08) starting around index 100",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74, 2.08) starting around index 100"
+        },
+        "2006": {
+            "Thought": "The sequence exhibits a sudden spike at index 4 (value 40.94) and index 5 (value 40.94), which are significantly higher than the surrounding values that generally range between 25 and 30. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 4 (value 40.94) and index 5 (value 40.94), which are significantly higher than the surrounding values that generally range between 25 and 30. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+        },
+        "2007": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "2008": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2009": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 1938.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 1938.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "2010": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2011": {
+            "Thought": "The time series initially exhibits a consistent upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. However, the overall pattern shows a nonlinear behavior, with the sequence deviating from a linear or periodic trend, indicating a significant nonlinear change in the system's behavior. This suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a consistent upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. However, the overall pattern shows a nonlinear behavior, with the sequence deviating from a linear or periodic trend, indicating a significant nonlinear change in the system's behavior. This suggests a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "2012": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+        },
+        "2013": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2014": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.\nActionID: 11"
+        },
+        "2015": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a"
+        },
+        "2016": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 30 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 30 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "2017": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sporadically.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sporadically.\nActionID: 8"
+        },
+        "2018": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 53.56, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 53.56, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.\nActionID: 3"
+        },
+        "2019": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 83 (-1.08) and index 84 (-1.21), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 83 (-1.08) and index 84 (-1.21), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "2020": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "2021": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.94, 2.1, 3.92, 4.72), which deviates from the earlier pattern. This is followed by a gradual decline and stabilization. The sequence shows a combination of sudden spikes, nonlinear growth, and potential distributional changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.94, 2.1, 3.92, 4.72), which deviates from the earlier pattern. This is followed by a gradual decline and stabilization. The sequence shows a combination of sudden spikes, nonlinear growth, and potential distributional changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear"
+        },
+        "2022": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 74, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 74, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.\nActionID: 12"
+        },
+        "2023": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "2024": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2025": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomal",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomal"
+        },
+        "2026": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 29, where the values jump from the mid-30s range to the 40s and 50s range, peaking at 56.86. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After this peak, the values return to the previous range, suggesting a temporary disruption.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 29, where the values jump from the mid-30s range to the 40s and 50s range, peaking at 56.86. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After this peak, the values return to the previous range, suggesting a temporary disruption.\nActionID: 4"
+        },
+        "2027": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1277.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1277.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.\nActionID: 1"
+        },
+        "2028": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 80, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.49, -1.28, -1.29), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate drastically and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 80, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.49, -1.28, -1.29), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate drastically and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+        },
+        "2029": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 10 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 10 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2030": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2031": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 17 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 17 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2032": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "2033": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56, 0.64, 0.72, 0.84, 0",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56, 0.64, 0.72, 0.84, 0"
+        },
+        "2034": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.231 at index 27), abrupt drops (e.g., 0.092 at index 13 and 0.066 at index 28), and fluctuating patterns that deviate from a consistent trend. These anomalies disrupt the expected behavior of the sequence, indicating a combination of sudden spikes and abrupt changes. The most prominent anomaly is the sudden spike at index 11, which significantly deviates from the surrounding values.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.231 at index 27), abrupt drops (e.g., 0.092 at index 13 and 0.066 at index 28), and fluctuating patterns that deviate from a consistent trend. These anomalies disrupt the expected behavior of the sequence, indicating a combination of sudden spikes and abrupt changes. The most prominent anomaly is the sudden spike at index 11, which significantly deviates from the surrounding values.\nActionID: 12"
+        },
+        "2035": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "2036": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual decline in values over time. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend and vice versa. This indicates a disruption in the original periodic behavior.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual decline in values over time. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend and vice versa. This indicates a disruption in the original periodic behavior.\nActionID: 2"
+        },
+        "2037": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2038": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), which disrupt the normal pattern. These abrupt changes are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), which disrupt the normal pattern. These abrupt changes are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2039": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 27, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 27, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "2040": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -0.78). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift (values like 0.6, 0.96, 1.22, 1.44, 1.68), which deviates from the earlier baseline, indicating a Drift Anomaly. Finally, the sequence transitions into",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -0.78). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift (values like 0.6, 0.96, 1.22, 1.44, 1.68), which deviates from the earlier baseline, indicating a Drift Anomaly. Finally, the sequence transitions into"
+        },
+        "2041": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "2042": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "2043": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 22 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2044": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2045": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 33, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 33, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2046": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "2047": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 66 (-1.38) and index 67 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 66 (-1.38) and index 67 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2048": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "2049": {
+            "Thought": "The time series initially exhibits a consistent upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. However, the overall pattern transitions from a smooth upward trend to a fluctuating pattern with irregularities, indicating a disruption in the original trend. This suggests a significant change in the long-term trajectory of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a consistent upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. However, the overall pattern transitions from a smooth upward trend to a fluctuating pattern with irregularities, indicating a disruption in the original trend. This suggests a significant change in the long-term trajectory of the sequence.\nActionID: 3"
+        },
+        "2050": {
+            "Thought": "The sequence exhibits a generally stable pattern with values fluctuating around a consistent range. However, there are occasional deviations, such as the spike to 0.2 at index 39 and the spike to 0.25 at index 57, which are significantly higher than the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a generally stable pattern with values fluctuating around a consistent range. However, there are occasional deviations, such as the spike to 0.2 at index 39 and the spike to 0.25 at index 57, which are significantly higher than the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "2051": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2052": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a significant outlier at index 100 (-1.44). These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a significant outlier at index 100 (-1.44). These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2053": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.38, 1.56, 1.76) starting around index 96, which deviates from the earlier fluctuations,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.38, 1.56, 1.76) starting around index 96, which deviates from the earlier fluctuations,"
+        },
+        "2054": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 130-140), but starting at index 10, there is a noticeable upward shift in the values, with a new range forming around 145-155. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 130-140), but starting at index 10, there is a noticeable upward shift in the values, with a new range forming around 145-155. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2055": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2056": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "2057": {
+            "Thought": "The sequence exhibits a sudden spike at index 4 (value 30.94) and index 5 (value 30.94), which are significantly higher than the surrounding values that generally range between 24 and 27. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 4 (value 30.94) and index 5 (value 30.94), which are significantly higher than the surrounding values that generally range between 24 and 27. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+        },
+        "2058": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2059": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 29, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 29, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2060": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2061": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "2062": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 20, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence shows irregular fluctuations and transitions, breaking the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 20, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence shows irregular fluctuations and transitions, breaking the original linear rule.\nActionID: 14"
+        },
+        "2063": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 10 to 13, where the values plummet to -1.24, -1.4, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 10 to 13, where the values plummet to -1.24, -1.4, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2064": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56) starting around index 100, which deviates from the earlier trend, indicating a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56) starting around index 100, which deviates from the earlier trend, indicating a"
+        },
+        "2065": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.46, 0.68, 0.88, 1.08, 1.36) before returning to a fluctuating baseline. This suggests a nonlinear",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.46, 0.68, 0.88, 1.08, 1.36) before returning to a fluctuating baseline. This suggests a nonlinear"
+        },
+        "2066": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "2067": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 2 (1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 3, further emphasizing the anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 2 (1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 3, further emphasizing the anomaly.\nActionID: 9"
+        },
+        "2068": {
+            "Thought": "The sequence exhibits a sudden flatline at index 42 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 42 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "2069": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2070": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 1.36, 1.38, 1.36, 1.38) that disrupt the normal fluctuation pattern. These repeated values appear at irregular intervals, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 1.36, 1.38, 1.36, 1.38) that disrupt the normal fluctuation pattern. These repeated values appear at irregular intervals, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "2071": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.08, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.08, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "2072": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.44) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.44) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+        },
+        "2073": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2074": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 37 (-1.28) and index 38 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 37 (-1.28) and index 38 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2075": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "2076": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2077": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal sequence.\nActionID: 0"
+        },
+        "2078": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "2079": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting at index 31, there is a significant downward trend, followed by a sharp recovery and a new upward trend. This indicates a sudden and steep change in the long-term trajectory of the sequence, which is characteristic of a trend change anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting at index 31, there is a significant downward trend, followed by a sharp recovery and a new upward trend. This indicates a sudden and steep change in the long-term trajectory of the sequence, which is characteristic of a trend change anomaly.\nActionID: 3"
+        },
+        "2080": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent sharp drop at index 92 (-0.38), followed by a significant drop to -1.05 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent sharp drop at index 92 (-0.38), followed by a significant drop to -1.05 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2082": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.72 at index 11 and -0.72 at index 12), abrupt changes in amplitude, and a nonlinear pattern in certain segments (e.g., the rapid rise and fall around indices 80-90). These disruptions deviate significantly from the expected ECG pattern, indicating a potential anomaly in the sequence. The presence of these irregularities suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.72 at index 11 and -0.72 at index 12), abrupt changes in amplitude, and a nonlinear pattern in certain segments (e.g., the rapid rise and fall around indices 80-90). These disruptions deviate significantly from the expected ECG pattern, indicating a potential anomaly in the sequence. The presence of these irregularities suggests a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "2083": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 23, where the value plummets to -120.0, which is significantly lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a sudden and sharp deviation from the normal pattern. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 23, where the value plummets to -120.0, which is significantly lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a sudden and sharp deviation from the normal pattern. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2084": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "2085": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 68 (-1.28) and index 69 (-1.41), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 68 (-1.28) and index 69 (-1.41), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2086": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2087": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "2088": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2089": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2090": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2091": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.58, -1.62), which is highly unusual for an ECG signal. This is indicative of a sudden spike anomaly, as the values deviate significantly from the expected range and return to a more stable pattern afterward.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.58, -1.62), which is highly unusual for an ECG signal. This is indicative of a sudden spike anomaly, as the values deviate significantly from the expected range and return to a more stable pattern afterward.\nActionID: 12"
+        },
+        "2092": {
+            "Thought": "The time series exhibits a repeating pattern where the values initially decrease, then increase, and then decrease again. However, there are segments where the pattern deviates slightly, such as the segment around index 20-25 where the values drop more sharply and remain lower for a longer period. This indicates a disruption in the expected periodic behavior, suggesting a periodic change anomaly.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern where the values initially decrease, then increase, and then decrease again. However, there are segments where the pattern deviates slightly, such as the segment around index 20-25 where the values drop more sharply and remain lower for a longer period. This indicates a disruption in the expected periodic behavior, suggesting a periodic change anomaly.\nActionID: 2"
+        },
+        "2093": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2094": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay."
+        },
+        "2095": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12810.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12810.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "2096": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a sudden and significant increase in values, peaking at 6.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a sudden and significant increase in values, peaking at 6.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2097": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values such as 0.27, 0.65, -0.65, and -1.11. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values such as 0.27, 0.65, -0.65, and -1.11. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+        },
+        "2098": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "2099": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2100": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting"
+        },
+        "2101": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.9, 3.61, 4.72), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.9, 3.61, 4.72), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic"
+        },
+        "2102": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.49, -0.78, -0.82), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.49, -0.78, -0.82), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.\nActionID: 12"
+        },
+        "2103": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 50, where the values drop sharply to -1.11 and -1.34, followed by a recovery and a gradual upward trend. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregularities in the later part, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 50, where the values drop sharply to -1.11 and -1.34, followed by a recovery and a gradual upward trend. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregularities in the later part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "2104": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11651.44) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11651.44) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "2105": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This behavior is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "2106": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 16, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 16, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2107": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "2108": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2109": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.\nActionID: 0"
+        },
+        "2110": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2111": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable pattern. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable pattern. This indicates a normal sequence.\nActionID: 0"
+        },
+        "2112": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 1.0, 2.0, 3.0) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 1.0, 2.0, 3.0) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.\nActionID: 9"
+        },
+        "2113": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2114": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2115": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 85, there is a significant upward drift in values, peaking at 2.11, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 85-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 85, there is a significant upward drift in values, peaking at 2.11, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 85-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "2116": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "2117": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2118": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2119": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+        },
+        "2120": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values drop sharply to a much lower range (e.g., -0.22, -0.32, -0.33, -0.34, -0.35, -0.36, -0.37, -0.38, -0.39, -0.41, -0.42, -0.43, -0.44, -0.45). This abrupt change disrupts the statistical properties of the sequence, indicating a clear change point anomaly. Additionally, the sequence returns to a more stable range after this point, suggesting",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values drop sharply to a much lower range (e.g., -0.22, -0.32, -0.33, -0.34, -0.35, -0.36, -0.37, -0.38, -0.39, -0.41, -0.42, -0.43, -0.44, -0.45). This abrupt change disrupts the statistical properties of the sequence, indicating a clear change point anomaly. Additionally, the sequence returns to a more stable range after this point, suggesting"
+        },
+        "2121": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2122": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a reasonable range, but starting at index 19, there is a sudden drop to 0.0, followed by a prolonged flatline of zeros. This indicates a Sudden Flatline Anomaly. Additionally, the sequence later transitions into a gradual downward drift (e.g., from index 30 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a significant disruption in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a reasonable range, but starting at index 19, there is a sudden drop to 0.0, followed by a prolonged flatline of zeros. This indicates a Sudden Flatline Anomaly. Additionally, the sequence later transitions into a gradual downward drift (e.g., from index 30 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a significant disruption in the time series.\nActionID: 10"
+        },
+        "2123": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "2124": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2125": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 11 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 11 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2126": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2127": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 6.9 and eventually stabilizing near 5.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 6.9 and eventually stabilizing near 5.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "2128": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "2129": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,"
+        },
+        "2130": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., 0.2 to 2.51) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the exponential-",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., 0.2 to 2.51) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the exponential-"
+        },
+        "2131": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -0.61), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with exponential growth (e.g., 0.27 to 2.51) and subsequent decay. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -0.61), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with exponential growth (e.g., 0.27 to 2.51) and subsequent decay. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+        },
+        "2132": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "2133": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44, -1.46). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44, -1.46). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "2134": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2135": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "2136": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "2137": {
+            "Thought": "The sequence exhibits a sudden spike at index 13 (value 30.95), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 13 (value 30.95), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.\nActionID: 12"
+        },
+        "2138": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 26, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 26, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2139": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 80, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 80, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2140": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2141": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "2142": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.67, 2.01, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.67, 2.01, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "2143": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 11 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 11 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "2144": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.28, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Toward the end, there is another sharp drop and recovery (e.g., -1.28 to -1.52 and back to 0.04),",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.28, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Toward the end, there is another sharp drop and recovery (e.g., -1.28 to -1.52 and back to 0.04),"
+        },
+        "2145": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12188.0) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12188.0) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "2146": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent irregular fluctuations. This behavior deviates from any linear or periodic pattern, indicating a nonlinear growth and subsequent instability. The sequence transitions into a highly erratic pattern, breaking the original trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent irregular fluctuations. This behavior deviates from any linear or periodic pattern, indicating a nonlinear growth and subsequent instability. The sequence transitions into a highly erratic pattern, breaking the original trend.\nActionID: 14"
+        },
+        "2147": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2148": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.231 at index 27) and abrupt drops (e.g., 0.136 at index 13 and 0.132 at index 14). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.231 at index 27) and abrupt drops (e.g., 0.136 at index 13 and 0.132 at index 14). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.\nActionID: 12"
+        },
+        "2149": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,"
+        },
+        "2150": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+        },
+        "2151": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 13 (value 1020.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13 (value 1020.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2152": {
+            "Thought": "The sequence exhibits a sudden and significant drop to 0.0 at index 27, which is an abrupt deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop to 0.0 at index 27, which is an abrupt deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.\nActionID: 10"
+        },
+        "2153": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows repeated values (e.g., 0.0, 0.01) disrupting the normal fluctuation pattern,",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows repeated values (e.g., 0.0, 0.01) disrupting the normal fluctuation pattern,"
+        },
+        "2154": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.68,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.68,"
+        },
+        "2155": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+        },
+        "2156": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (10.0) and a sharp drop at index 30 (1.0). Subsequently, there is a nonlinear growth pattern starting at index 31, where the values increase exponentially, peaking at index 35 (19.0). This is followed by a sharp decline and a return to a fluctuating pattern. The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern, which significantly deviates from the original trend.",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (10.0) and a sharp drop at index 30 (1.0). Subsequently, there is a nonlinear growth pattern starting at index 31, where the values increase exponentially, peaking at index 35 (19.0). This is followed by a sharp decline and a return to a fluctuating pattern. The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern, which significantly deviates from the original trend.",
+            "ParseError": "unrecognized_action_id"
+        },
+        "2157": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, followed by a gradual increase in values, and then transitions into a fluctuating pattern with a downward trend. Toward the end, the sequence stabilizes into a flatline of repeated values (0.12). This indicates a combination of a sudden flatline anomaly and a potential drift anomaly. However, the dominant anomaly is the sudden flatline at the end, which disrupts the normal fluctuation pattern.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a gradual increase in values, and then transitions into a fluctuating pattern with a downward trend. Toward the end, the sequence stabilizes into a flatline of repeated values (0.12). This indicates a combination of a sudden flatline anomaly and a potential drift anomaly. However, the dominant anomaly is the sudden flatline at the end, which disrupts the normal fluctuation pattern.\nActionID: 10"
+        },
+        "2158": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.1, 1.52, 1.88, 2.08, 2.38) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.1, 1.52, 1.88, 2.08, 2.38) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "2159": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-1291.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated extreme value disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-1291.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "2160": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the sharp drop to -0.7 and -0.86, and later a spike to 0.27 and 0.53. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The presence of these sudden spikes and drops suggests a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the sharp drop to -0.7 and -0.86, and later a spike to 0.27 and 0.53. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The presence of these sudden spikes and drops suggests a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2161": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 39, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 39, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.\nActionID: 4"
+        },
+        "2162": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "2163": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "2164": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 21 (value 1357.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 21 (value 1357.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2165": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.\nActionID: 0"
+        },
+        "2166": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 2532.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 2532.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2167": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.01) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.01) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+        },
+        "2168": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (0.42) followed by a sharp drop to -0.48 and -0.66, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (0.42) followed by a sharp drop to -0.48 and -0.66, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward"
+        },
+        "2169": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "2170": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 11, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2171": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.0, 3.72, 4.72) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.0, 3.72, 4.72) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "2172": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2173": {
+            "Thought": "The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., 0.15 to 0.18) to a sharp drop (e.g., 0.12 to 0.08) and then back to a rising trend. These disruptions indicate a change in the overall pattern of the sequence, suggesting a pattern change anomaly.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., 0.15 to 0.18) to a sharp drop (e.g., 0.12 to 0.08) and then back to a rising trend. These disruptions indicate a change in the overall pattern of the sequence, suggesting a pattern change anomaly.\nActionID: 7"
+        },
+        "2174": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2175": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.18 to 0.46 to -0.68 to -1.11). Later, there is a nonlinear pattern with rapid changes in amplitude (e.g., 0.18 to 0.46 to -0.68 to -1.11). Additionally, the sequence shows a sudden flatline of zeros (e.g., 0.0 at indices 52-53). These patterns indicate a combination of drift,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.18 to 0.46 to -0.68 to -1.11). Later, there is a nonlinear pattern with rapid changes in amplitude (e.g., 0.18 to 0.46 to -0.68 to -1.11). Additionally, the sequence shows a sudden flatline of zeros (e.g., 0.0 at indices 52-53). These patterns indicate a combination of drift,"
+        },
+        "2176": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "2177": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.52, 1.78, 2.02) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.52, 1.78, 2.02) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "2178": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2179": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "2180": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2181": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 253.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 253.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2182": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "2183": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2184": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable shift in the statistical properties, with the values becoming more negative and exhibiting a different range and distribution. This indicates a significant change in the statistical characteristics of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable shift in the statistical properties, with the values becoming more negative and exhibiting a different range and distribution. This indicates a significant change in the statistical characteristics of the sequence.\nActionID: 4"
+        },
+        "2185": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp drop starting at index 33, where the values decrease significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp drop starting at index 33, where the values decrease significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+        },
+        "2186": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38) and index 9 (-0.68), indicating a Sudden Spike Anomaly. Later, starting around index 70, there is a significant upward drift in values, peaking at index 75 (2.01), followed by a nonlinear pattern of fluctuations, suggesting a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter part, indicating a Drift Anomaly. Given the healthcare-ECG domain, these anomalies",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38) and index 9 (-0.68), indicating a Sudden Spike Anomaly. Later, starting around index 70, there is a significant upward drift in values, peaking at index 75 (2.01), followed by a nonlinear pattern of fluctuations, suggesting a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter part, indicating a Drift Anomaly. Given the healthcare-ECG domain, these anomalies"
+        },
+        "2187": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present.\nActionID: 0"
+        },
+        "2188": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern is smooth and consistent, with no significant deviations, disruptions, or irregularities. This indicates a normal utilization pattern in the IoT domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern is smooth and consistent, with no significant deviations, disruptions, or irregularities. This indicates a normal utilization pattern in the IoT domain.\nActionID: 0"
+        },
+        "2189": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 52 (value 50.11), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 52 (value 50.11), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2190": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values stabilize at a higher level (around 1.24) and do not return to the original range, indicating a gradual drift away from the original level of fluctuation. This suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values stabilize at a higher level (around 1.24) and do not return to the original range, indicating a gradual drift away from the original level of fluctuation. This suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "2191": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 13.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 13.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2192": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "2193": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.72, 0.84) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.72, 0.84) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anom"
+        },
+        "2194": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 59 (value 60.91), which is significantly higher than the surrounding values that generally range between 30 and 36. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 59 (value 60.91), which is significantly higher than the surrounding values that generally range between 30 and 36. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+        },
+        "2195": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2196": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08) starting"
+        },
+        "2197": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2198": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 20, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 20, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2199": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2200": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with periodic rises and falls, which is typical for a normal machine-system operation. There are no anomalies present in this time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with periodic rises and falls, which is typical for a normal machine-system operation. There are no anomalies present in this time series.\nActionID: 0"
+        },
+        "2201": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "2202": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2203": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1555.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1555.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2204": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2205": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease sharply from around 10.0 to 7.0, 6.6, and 6.4, before returning to a more typical range. This abrupt deviation from the normal fluctuation pattern indicates a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease sharply from around 10.0 to 7.0, 6.6, and 6.4, before returning to a more typical range. This abrupt deviation from the normal fluctuation pattern indicates a sudden spike anomaly.\nActionID: 12"
+        },
+        "2206": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.72) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.72) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "2207": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 13.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 13.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2208": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.2), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 4.6) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.2), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 4.6) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence."
+        },
+        "2209": {
+            "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable toward the end of the series, where the values decrease from around 6.6 to 5.8. This indicates a deviation from the normal level of fluctuation, suggesting a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable toward the end of the series, where the values decrease from around 6.6 to 5.8. This indicates a deviation from the normal level of fluctuation, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "2210": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2211": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2212": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2213": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2214": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2215": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2216": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 48, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent oscillations. This behavior deviates from the original pattern and indicates a nonlinear growth and decay pattern, breaking the original linear or stable trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 48, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent oscillations. This behavior deviates from the original pattern and indicates a nonlinear growth and decay pattern, breaking the original linear or stable trend.\nActionID: 14"
+        },
+        "2217": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "2218": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2219": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.06, 0.07, 0.08) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.06, 0.07, 0.08) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "2220": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.66, 2.01, 2.28) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.66, 2.01, 2.28) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "2221": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "2222": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop (-0.24, -0.58), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.2, 0.24, 0",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop (-0.24, -0.58), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.2, 0.24, 0"
+        },
+        "2223": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "2224": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude.\nActionID: 6"
+        },
+        "2225": {
+            "Thought": "The time series shows a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a progressive deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a progressive deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2226": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+        },
+        "2227": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.92, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.92, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -0"
+        },
+        "2228": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.4, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.4, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2229": {
+            "Thought": "The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 2.0 at index 1, 3.0 at index 11, and 4.0 at index 23) and irregular fluctuations, disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 2.0 at index 1, 3.0 at index 11, and 4.0 at index 23) and irregular fluctuations, disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.\nActionID: 8"
+        },
+        "2230": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46, 0.61), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46, 0.61), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally,"
+        },
+        "2231": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.2, 1.56, 1.92, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.2, 1.56, 1.92, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "2232": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "2233": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2234": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1335.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1335.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2235": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2236": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 59 (value 49.28), which deviates sharply from the surrounding values that generally range between 34 and 41. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 59 (value 49.28), which deviates sharply from the surrounding values that generally range between 34 and 41. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2237": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 41, there is a significant spike (0.62) followed by a sharp drop (-0.34), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., exponential-like increase around index 100), deviating from the earlier fluctuations. These patterns suggest a combination of sudden spike anomalies and nonlinear pattern anomalies.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 41, there is a significant spike (0.62) followed by a sharp drop (-0.34), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., exponential-like increase around index 100), deviating from the earlier fluctuations. These patterns suggest a combination of sudden spike anomalies and nonlinear pattern anomalies.\nActionID: 14"
+        },
+        "2238": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.22, -1.23). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.22, -1.23). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "2239": {
+            "Thought": "The sequence initially exhibits a gradual linear increase, followed by a sudden and sharp drop at index 23, where the value transitions from 1.0 to 0.0. This abrupt change disrupts the normal pattern and indicates a significant anomaly. After the drop, the sequence resumes with a new pattern, suggesting a sudden and isolated disruption.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear increase, followed by a sudden and sharp drop at index 23, where the value transitions from 1.0 to 0.0. This abrupt change disrupts the normal pattern and indicates a significant anomaly. After the drop, the sequence resumes with a new pattern, suggesting a sudden and isolated disruption.\nActionID: 10"
+        },
+        "2240": {
+            "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with a sharp rise to 49.56, followed by a new higher range (approximately 40-50). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in behavior.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with a sharp rise to 49.56, followed by a new higher range (approximately 40-50). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in behavior.\nActionID: 4"
+        },
+        "2241": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2242": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2243": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2244": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2245": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.2 to 3.21) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.2 to 3.21) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay.\nActionID:"
+        },
+        "2246": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.\nActionID: 12"
+        },
+        "2247": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, indicating a Sudden Spike Anomaly. Subsequently, there is a nonlinear growth pattern starting around index 87, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a significant change in statistical properties, such as mean and variance, at various points, suggesting a Change Point Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, indicating a Sudden Spike Anomaly. Subsequently, there is a nonlinear growth pattern starting around index 87, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a significant change in statistical properties, such as mean and variance, at various points, suggesting a Change Point Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 4"
+        },
+        "2248": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 43 (value 1.06), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations and a nonlinear growth pattern toward the end, deviating from the earlier trend. This indicates a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 43.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 43 (value 1.06), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations and a nonlinear growth pattern toward the end, deviating from the earlier trend. This indicates a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 43.\nActionID: 12"
+        },
+        "2249": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+        },
+        "2250": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2251": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth and decay, breaking the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth and decay, breaking the original linear rule.\nActionID: 14"
+        },
+        "2252": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are two isolated spikes at indices 38 and 56 (values 13.0 and 12.0, respectively). These spikes are significantly higher than the surrounding values and disrupt the otherwise flat pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are two isolated spikes at indices 38 and 56 (values 13.0 and 12.0, respectively). These spikes are significantly higher than the surrounding values and disrupt the otherwise flat pattern.\nActionID: 8"
+        },
+        "2253": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2254": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant outlier (0.52), followed by a drastic drop to -0.98 and -1.14, indicating a sudden spike anomaly. Later, the sequence shows a nonlinear growth pattern (e.g., exponential-like increase around index 90-100), followed by a return to a fluctuating pattern. The sequence also exhibits a gradual downward drift in the latter part,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant outlier (0.52), followed by a drastic drop to -0.98 and -1.14, indicating a sudden spike anomaly. Later, the sequence shows a nonlinear growth pattern (e.g., exponential-like increase around index 90-100), followed by a return to a fluctuating pattern. The sequence also exhibits a gradual downward drift in the latter part,"
+        },
+        "2255": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1295.3) deviates sharply from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1295.3) deviates sharply from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2256": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.21, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting from index 87, there is a significant upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.21, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting from index 87, there is a significant upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "2257": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2258": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2259": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2260": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "2261": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 17), abrupt drops (e.g., -100.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and amplitude anomalies. However, the most prominent feature is the sudden spike at index 17, which stands out as a clear anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 17), abrupt drops (e.g., -100.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and amplitude anomalies. However, the most prominent feature is the sudden spike at index 17, which stands out as a clear anomaly.\nActionID: 12"
+        },
+        "2262": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 47, there is a sudden and significant increase in values, peaking at 6.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.5 to 3.0). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 47, there is a sudden and significant increase in values, peaking at 6.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.5 to 3.0). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+        },
+        "2263": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "2264": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to a new pattern of negative values with a gradual downward trend. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to a new pattern of negative values with a gradual downward trend. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.\nActionID: 4"
+        },
+        "2265": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+        },
+        "2266": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.3, 1.92, 2.21, 2.56) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.3, 1.92, 2.21, 2.56) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "2267": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 19, there is a noticeable and sustained downward shift in the values, with the sequence stabilizing at a lower range (approximately 28-32). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 19, there is a noticeable and sustained downward shift in the values, with the sequence stabilizing at a lower range (approximately 28-32). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the time series.\nActionID: 4"
+        },
+        "2268": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable and smooth trend, typical of a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable and smooth trend, typical of a normal ECG signal.\nActionID: 0"
+        },
+        "2269": {
+            "Thought": "The sequence exhibits a sudden and significant spike in values starting at index 41, where the values jump from the normal range (around 30-35) to much higher values (e.g., 43.1, 50.1, 51.1, 53.1, 55.1, 57.1). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values starting at index 41, where the values jump from the normal range (around 30-35) to much higher values (e.g., 43.1, 50.1, 51.1, 53.1, 55.1, 57.1). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary anomaly.\nActionID: 12"
+        },
+        "2270": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2271": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 1.96, 2.11, 2.36) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 1.96, 2.11, 2.36) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02"
+        },
+        "2272": {
+            "Thought": "The sequence exhibits a sudden spike at index 10 (value 30.91), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 10 (value 30.91), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+        },
+        "2273": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 66, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.87, -0.77) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 66, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.87, -0.77) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2274": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2275": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "2276": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2277": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.4, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.39, 2.72, 3.08) starting around index 100, which deviates significantly from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.4, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.39, 2.72, 3.08) starting around index 100, which deviates significantly from the earlier trend, indicating a Non"
+        },
+        "2278": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2279": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) around index 50, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The presence of these anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) around index 50, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The presence of these anom"
+        },
+        "2280": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 9, there is a sudden spike (0.28) followed by a sharp drop (-0.44 and -0.71), which disrupts the normal fluctuation pattern. Additionally, starting from index 83, there is a significant upward drift in values, peaking at 1.61, followed by a gradual decline. This indicates a combination of sudden spikes and a drift anomaly. The sequence also shows nonlinear growth in the upward drift, deviating from the original pattern. These anomalies are consistent with disruptions in ECG signals, such as arrhythmias or other irregularities.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 9, there is a sudden spike (0.28) followed by a sharp drop (-0.44 and -0.71), which disrupts the normal fluctuation pattern. Additionally, starting from index 83, there is a significant upward drift in values, peaking at 1.61, followed by a gradual decline. This indicates a combination of sudden spikes and a drift anomaly. The sequence also shows nonlinear growth in the upward drift, deviating from the original pattern. These anomalies are consistent with disruptions in ECG signals, such as arrhythmias or other irregularities."
+        },
+        "2281": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2282": {
+            "Thought": "The sequence exhibits a consistent and smooth decline in values over time, with no abrupt changes, spikes, or disruptions. The fluctuations are within a reasonable range, and the overall trend appears natural and expected for an environment-sensor domain. There are no indications of anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent and smooth decline in values over time, with no abrupt changes, spikes, or disruptions. The fluctuations are within a reasonable range, and the overall trend appears natural and expected for an environment-sensor domain. There are no indications of anomalies.\nActionID: 0"
+        },
+        "2283": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "2284": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 10, there is a sudden spike (10.0) that deviates significantly from the surrounding values. Additionally, at index 12, there is a repeated value (10.0) that disrupts the normal fluctuation pattern. These anomalies are indicative of a combination of sudden spikes and repeated value anomalies. However, the repeated value anomaly is more prominent as it spans multiple consecutive points.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, there is a sudden spike (10.0) that deviates significantly from the surrounding values. Additionally, at index 12, there is a repeated value (10.0) that disrupts the normal fluctuation pattern. These anomalies are indicative of a combination of sudden spikes and repeated value anomalies. However, the repeated value anomaly is more prominent as it spans multiple consecutive points.\nActionID: 9"
+        },
+        "2285": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2286": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.42), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These extreme deviations suggest an",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.42), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These extreme deviations suggest an"
+        },
+        "2287": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2288": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2289": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 59. This behavior indicates a sudden and significant deviation from the expected pattern, characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 59. This behavior indicates a sudden and significant deviation from the expected pattern, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2290": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (0.46) followed by a sharp drop to -0.48 and -0.64, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (0.46) followed by a sharp drop to -0.48 and -0.64, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward"
+        },
+        "2291": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 10 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 10 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2292": {
+            "Thought": "The time series initially exhibits a fluctuating pattern with a gradual downward trend, followed by a sudden and significant upward shift starting around index 26, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a fluctuating pattern with a gradual downward trend, followed by a sudden and significant upward shift starting around index 26, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.\nActionID: 3"
+        },
+        "2293": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1232.35 to -1051.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1232.35 to -1051.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "2294": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregular",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregular"
+        },
+        "2295": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2296": {
+            "Thought": "The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 20, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 20, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a change point anomaly.\nActionID: 4"
+        },
+        "2297": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with peaks reaching as high as 63.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with peaks reaching as high as 63.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "2298": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2299": {
+            "Thought": "The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 20, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift. Additionally, the later part of the sequence shows a nonlinear growth pattern, deviating from the earlier trend. This combination of changes points to a Distributional Change Anomaly.",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 20, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift. Additionally, the later part of the sequence shows a nonlinear growth pattern, deviating from the earlier trend. This combination of changes points to a Distributional Change Anomaly.\nActionID: 5"
+        },
+        "2300": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values at index 49 (from 13.0 to 10.0), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 49 (from 13.0 to 10.0), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2301": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "2302": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2303": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.41, 0.51) after the spike, deviating from the original trend, which suggests a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.41, 0.51) after the spike, deviating from the original trend, which suggests a Non"
+        },
+        "2304": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 59 to 63, where the values plummet to -1.24, -1.4, -1.0, -0.92, and -0.72, deviating sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 59 to 63, where the values plummet to -1.24, -1.4, -1.0, -0.92, and -0.72, deviating sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2305": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 60, where the values drop sharply to a much lower range (e.g., -0.62, -0.72, -0.68) compared to the preceding values. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 60, where the values drop sharply to a much lower range (e.g., -0.62, -0.72, -0.68) compared to the preceding values. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2306": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The sequence does not return to its original range, confirming a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The sequence does not return to its original range, confirming a Drift Anomaly.\nActionID: 11"
+        },
+        "2307": {
+            "Thought": "The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., around 0.1 to 0.15) to a sudden drop (e.g., 0.06, 0.07, 0.08) and then back to a higher range (e.g., 0.12, 0.13). These disruptions indicate a periodic change in the pattern, breaking the expected stability.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., around 0.1 to 0.15) to a sudden drop (e.g., 0.06, 0.07, 0.08) and then back to a higher range (e.g., 0.12, 0.13). These disruptions indicate a periodic change in the pattern, breaking the expected stability.\nActionID: 2"
+        },
+        "2308": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2309": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2310": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+        },
+        "2311": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 12, 13, and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 12, 13, and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.\nActionID: 10"
+        },
+        "2312": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "2313": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "2314": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a potential change in the long-term trend. This suggests a significant shift in the trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a potential change in the long-term trend. This suggests a significant shift in the trajectory of the time series.\nActionID: 3"
+        },
+        "2315": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 41, there is a sharp and continuous downward trend, followed by a recovery and stabilization. This indicates a significant deviation from the original pattern, suggesting a nonlinear change in the sequence. The sharp drop and recovery disrupt the expected behavior of the time series.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 41, there is a sharp and continuous downward trend, followed by a recovery and stabilization. This indicates a significant deviation from the original pattern, suggesting a nonlinear change in the sequence. The sharp drop and recovery disrupt the expected behavior of the time series.\nActionID: 14"
+        },
+        "2316": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -1958.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -1958.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2317": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2318": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2319": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 200 to 250. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 200 to 250. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2320": {
+            "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and significant spike in values, reaching as high as 0.68, followed by a return to the baseline. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates sharply before returning to normal. Such anomalies are often observed in ECG data due to transient events like noise or physiological irregularities.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and significant spike in values, reaching as high as 0.68, followed by a return to the baseline. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates sharply before returning to normal. Such anomalies are often observed in ECG data due to transient events like noise or physiological irregularities.\nActionID: 12"
+        },
+        "2321": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2322": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "2323": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "2324": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to -0.48 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to -0.48 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern"
+        },
+        "2325": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with rapid increases and decreases (e.g., 0.7 to -0.78 to -1.28). These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of abnormal ECG patterns.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with rapid increases and decreases (e.g., 0.7 to -0.78 to -1.28). These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of abnormal ECG patterns.\nActionID: 14"
+        },
+        "2326": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2327": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 7 (value 1535.61), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 7 (value 1535.61), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2328": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.42), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.42), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "2329": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the irregularities in the amplitude and the presence of repeated values (e.g., 10.0, 11.0, and 12.0) that deviate from the expected periodic behavior. This indicates a disruption in the original periodic pattern.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the irregularities in the amplitude and the presence of repeated values (e.g., 10.0, 11.0, and 12.0) that deviate from the expected periodic behavior. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+        },
+        "2330": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2331": {
+            "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant deviations, abrupt changes, or disruptions in the statistical properties of the sequence. The values remain within a reasonable range for traffic flow data, and no specific anomaly type is evident. This suggests that the sequence is normal for its domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant deviations, abrupt changes, or disruptions in the statistical properties of the sequence. The values remain within a reasonable range for traffic flow data, and no specific anomaly type is evident. This suggests that the sequence is normal for its domain.\nActionID: 0"
+        },
+        "2332": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 26 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 26 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+        },
+        "2333": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden and extreme drop at index 93 (-1.38) and index 94 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the previous range. These sudden and extreme deviations are indicative of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden and extreme drop at index 93 (-1.38) and index 94 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the previous range. These sudden and extreme deviations are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2334": {
+            "Thought": "The sequence exhibits a sudden spike at index 11 (value 3.98) and index 12 (value 4.0), which are significantly higher than the surrounding values. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after. This behavior is characteristic of sudden and temporary disruptions in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 11 (value 3.98) and index 12 (value 4.0), which are significantly higher than the surrounding values. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after. This behavior is characteristic of sudden and temporary disruptions in the sequence.\nActionID: 12"
+        },
+        "2335": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "2336": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "2337": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by a recovery to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by a recovery to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.\nActionID: 10"
+        },
+        "2338": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 70, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.78, -1.42). This is indicative of a sudden spike anomaly, as the values deviate significantly from the expected range and then return to a more stable pattern. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 70, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.78, -1.42). This is indicative of a sudden spike anomaly, as the values deviate significantly from the expected range and then return to a more stable pattern. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+        },
+        "2339": {
+            "Thought": "The sequence exhibits a gradual drift in values, particularly noticeable in the latter part of the series, where the values shift from around -1.0 to -0.9 and then to -0.8. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual drift in values, particularly noticeable in the latter part of the series, where the values shift from around -1.0 to -0.9 and then to -0.8. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2340": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "2341": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2342": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 17), abrupt drops (e.g., -10.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 17), abrupt drops (e.g., -10.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "2343": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+        },
+        "2344": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.5, 2.72, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.5, 2.72, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+        },
+        "2345": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.72, -1.22). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.72, -1.22). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2346": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "2347": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "2348": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 24, where the values increase sharply and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 24, where the values increase sharply and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+        },
+        "2349": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, peak, and decline, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, peak, and decline, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2350": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "2351": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2352": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2353": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2354": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+        },
+        "2355": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant upward drift in values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the original trend. Additionally, the sequence transitions into a highly irregular and volatile pattern, breaking the original linear or stable behavior.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant upward drift in values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the original trend. Additionally, the sequence transitions into a highly irregular and volatile pattern, breaking the original linear or stable behavior.\nActionID: 14"
+        },
+        "2356": {
+            "Thought": "The value 0.0 at index 1 is a significant deviation from the surrounding data points, which generally range between 130 and 160. This isolated drop to 0.0 is highly anomalous and disrupts the normal pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 0.0 at index 1 is a significant deviation from the surrounding data points, which generally range between 130 and 160. This isolated drop to 0.0 is highly anomalous and disrupts the normal pattern of the sequence.\nActionID: 1"
+        },
+        "2357": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 91, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 91, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "2358": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2359": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 40, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 40, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2360": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.26, 0.62) followed by a steep drop (-0.49, -1.34). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.26, 0.62) followed by a steep drop (-0.49, -1.34). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "2361": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2362": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.42, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.27, 0.46, 0.7, 0.92, 1.1, 1.38, 1.56, 1.74), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.42, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.27, 0.46, 0.7, 0.92, 1.1, 1.38, 1.56, 1.74), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter"
+        },
+        "2363": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting at index 26, there is a significant upward drift in values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the original trend. Additionally, the sequence transitions into a highly irregular pattern with large spikes and fluctuations, breaking the original linear or stable behavior. This suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting at index 26, there is a significant upward drift in values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the original trend. Additionally, the sequence transitions into a highly irregular pattern with large spikes and fluctuations, breaking the original linear or stable behavior. This suggests a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "2364": {
+            "Thought": "The time series exhibits a sudden and extreme deviation in values around indices 59-63, where the values spike to 0.25, 0.66, -0.69, -1.0, and -0.92, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding pattern before stabilizing.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation in values around indices 59-63, where the values spike to 0.25, 0.66, -0.69, -1.0, and -0.92, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding pattern before stabilizing.\nActionID: 12"
+        },
+        "2365": {
+            "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting from index 40, the sequence transitions into a flatline of repeated values (12.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting from index 40, the sequence transitions into a flatline of repeated values (12.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.\nActionID: 10"
+        },
+        "2366": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to 8.2, deviating from the initial level and indicating a gradual drift away from the normal range. This behavior is consistent with a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to 8.2, deviating from the initial level and indicating a gradual drift away from the normal range. This behavior is consistent with a Drift Anomaly.\nActionID: 11"
+        },
+        "2367": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.98 and -1.43. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.98 and -1.43. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2368": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 40. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 40. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "2369": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2370": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 4 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 4 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2371": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2372": {
+            "Thought": "The time series initially exhibits a gradual upward trend, followed by a sudden and sharp increase in values starting at index 10, peaking around index 15, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a sudden and sharp increase in values starting at index 10, peaking around index 15, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.\nActionID: 3"
+        },
+        "2373": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "2374": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "2375": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,"
+        },
+        "2376": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2377": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2378": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2379": {
+            "Thought": "The sequence is predominantly flat with values of 0.04, but there are two isolated spikes at 0.06 (index 17 and 23) and one at 0.05 (index 59). These sporadic deviations from the flatline pattern indicate isolated anomalous patterns in the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.04, but there are two isolated spikes at 0.06 (index 17 and 23) and one at 0.05 (index 59). These sporadic deviations from the flatline pattern indicate isolated anomalous patterns in the time series.\nActionID: 8"
+        },
+        "2380": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.16, 0.22, 0.27, 0.34, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.16, 0.22, 0.27, 0.34, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Non"
+        },
+        "2381": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2382": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2383": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 21 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "2384": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anom"
+        },
+        "2385": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+        },
+        "2386": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2387": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "2388": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.32). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.32). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2389": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 13, there is a noticeable downward shift in the values, with a new range forming around 28-33. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 13, there is a noticeable downward shift in the values, with a new range forming around 28-33. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2390": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2391": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.92, 1.12, 1.32, 1.52, 1.72, 1.92,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.92, 1.12, 1.32, 1.52, 1.72, 1.92,"
+        },
+        "2392": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+        },
+        "2393": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "2394": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.01, -0.02). This indicates a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden and extreme deviations from the baseline",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.01, -0.02). This indicates a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden and extreme deviations from the baseline"
+        },
+        "2395": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "2396": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2397": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "2398": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme spike (0.72) followed by a sharp drop (-0.44, -0.72, -0.73). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.72, 0.78, 0.86, 0.92, 1.04, 1.18, 1.32, 1.48, 1.68,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme spike (0.72) followed by a sharp drop (-0.44, -0.72, -0.73). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.72, 0.78, 0.86, 0.92, 1.04, 1.18, 1.32, 1.48, 1.68,"
+        },
+        "2399": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.38, -1.11). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.38, -1.11). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+        },
+        "2400": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.\nActionID: 11"
+        },
+        "2401": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 43-47, which is characteristic of a Sudden Spike Anomaly. Additionally, there are segments of continuous deviation from the normal pattern, such as the sharp rise and fall around index 43-47 and the nonlinear growth and decay patterns later in the sequence. These disruptions indicate a combination of Sudden Spike Anomaly and Continuous Segment Anomaly. However, the most prominent anomaly is the sudden spike and drop, which dominates the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 43-47, which is characteristic of a Sudden Spike Anomaly. Additionally, there are segments of continuous deviation from the normal pattern, such as the sharp rise and fall around index 43-47 and the nonlinear growth and decay patterns later in the sequence. These disruptions indicate a combination of Sudden Spike Anomaly and Continuous Segment Anomaly. However, the most prominent anomaly is the sudden spike and drop, which dominates the sequence.\nActionID: 12"
+        },
+        "2402": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1355.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1355.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2403": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2404": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44 and -0.78), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., from index 90 onward, where values increase exponentially, peaking at 2.11 before decreasing again). This suggests a combination of sudden spike anomalies and nonlinear pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44 and -0.78), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., from index 90 onward, where values increase exponentially, peaking at 2.11 before decreasing again). This suggests a combination of sudden spike anomalies and nonlinear pattern"
+        },
+        "2405": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2406": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "2407": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "2408": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 16 (0.28) and index 17 (0.51), followed by a sharp drop at index 18 (-0.28) and index 19 (-0.58). This indicates a Sudden Spike Anomaly. Additionally, there is a significant nonlinear growth pattern starting around index 86, where the values increase rapidly to a peak (e.g., 2.08 at index 91) and then decrease, deviating from the original trend. This suggests a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift downward in the latter",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 16 (0.28) and index 17 (0.51), followed by a sharp drop at index 18 (-0.28) and index 19 (-0.58). This indicates a Sudden Spike Anomaly. Additionally, there is a significant nonlinear growth pattern starting around index 86, where the values increase rapidly to a peak (e.g., 2.08 at index 91) and then decrease, deviating from the original trend. This suggests a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift downward in the latter"
+        },
+        "2409": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2410": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2411": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.59, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74, 1.92, 2.08) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.59, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74, 1.92, 2.08) starting"
+        },
+        "2412": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "2413": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating"
+        },
+        "2414": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 72, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.67 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is characteristic of a Sudden Spike Anomaly. The rest of the sequence appears to return to a more stable pattern after this event.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 72, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.67 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is characteristic of a Sudden Spike Anomaly. The rest of the sequence appears to return to a more stable pattern after this event.\nActionID: 12"
+        },
+        "2415": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 23, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 23, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+        },
+        "2416": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 43, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 43, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.\nActionID: 4"
+        },
+        "2417": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "2418": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 47 and 0.26 at index 56), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 47 and 0.26 at index 56), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+        },
+        "2419": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 20 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2420": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,"
+        },
+        "2421": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.72, 1.96, 2.18) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.72, 1.96, 2.18) starting"
+        },
+        "2422": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 91, there is a significant and abrupt drop to -1.29, followed by a recovery, which is another Sudden Spike Anomaly. The sequence also shows a nonlinear growth pattern toward the end, deviating from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nAction",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 91, there is a significant and abrupt drop to -1.29, followed by a recovery, which is another Sudden Spike Anomaly. The sequence also shows a nonlinear growth pattern toward the end, deviating from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nAction"
+        },
+        "2423": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2424": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable increase in amplitude, with values reaching higher peaks (e.g., 6.28, 6.38, 6.48) and maintaining a higher range compared to the earlier part of the sequence. This indicates a significant change in the statistical properties, such as the mean and variance, suggesting an abrupt shift in the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable increase in amplitude, with values reaching higher peaks (e.g., 6.28, 6.38, 6.48) and maintaining a higher range compared to the earlier part of the sequence. This indicates a significant change in the statistical properties, such as the mean and variance, suggesting an abrupt shift in the sequence.\nActionID: 4"
+        },
+        "2425": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "2426": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2427": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2428": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 16, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 16, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2429": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 39, there is a sudden and significant increase in values, peaking at 7.5, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 39, there is a sudden and significant increase in values, peaking at 7.5, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.\nActionID: 4"
+        },
+        "2430": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 87 (value 0.53), followed by a sharp drop to -0.4 and -0.75, which significantly deviates from the surrounding values. This indicates a sudden spike anomaly in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 87 (value 0.53), followed by a sharp drop to -0.4 and -0.75, which significantly deviates from the surrounding values. This indicates a sudden spike anomaly in the sequence.\nActionID: 12"
+        },
+        "2431": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, which could indicate a normal fluctuation. However, starting around index 26, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, which could indicate a normal fluctuation. However, starting around index 26, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.\nActionID: 4"
+        },
+        "2432": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2433": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2434": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 20, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 20, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly.\nActionID: 11"
+        },
+        "2435": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2436": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern at index 86, where the value drops sharply to -0.68, followed by a further drop to -0.83 and -0.84. This is followed by a recovery to a more stable range. This behavior indicates a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at index 86, where the value drops sharply to -0.68, followed by a further drop to -0.83 and -0.84. This is followed by a recovery to a more stable range. This behavior indicates a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2437": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2438": {
+            "Thought": "The time series exhibits multiple sudden spikes in values, such as at indices 10 (43.28), 11 (50.08), 12 (50.08), 13 (50.08), 14 (50.08), 15 (50.08), 16 (50.08), 17 (50.08), 18 (50.08), 19 (50.08), 20 (50.08), 21 (50.08), 22 (50.08), 23 (50.08),",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple sudden spikes in values, such as at indices 10 (43.28), 11 (50.08), 12 (50.08), 13 (50.08), 14 (50.08), 15 (50.08), 16 (50.08), 17 (50.08), 18 (50.08), 19 (50.08), 20 (50.08), 21 (50.08), 22 (50.08), 23 (50.08),"
+        },
+        "2439": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 43, there is an extreme outlier (-1.01), which is a Point Anomaly. Later, the sequence stabilizes but shows a gradual upward drift in values, indicating a Drift Anomaly. Toward the end, there is another sharp drop and recovery, suggesting another Sudden Spike Anomaly. These patterns collectively indicate a combination of",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 43, there is an extreme outlier (-1.01), which is a Point Anomaly. Later, the sequence stabilizes but shows a gradual upward drift in values, indicating a Drift Anomaly. Toward the end, there is another sharp drop and recovery, suggesting another Sudden Spike Anomaly. These patterns collectively indicate a combination of"
+        },
+        "2440": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "2441": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom"
+        },
+        "2442": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.18, 0.38, 0.56, 0.72, 0.88, 1.04, 1.28, 1.48, 1.68, 1.8",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.18, 0.38, 0.56, 0.72, 0.88, 1.04, 1.28, 1.48, 1.68, 1.8"
+        },
+        "2443": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56) starting around index 96, which deviates from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56) starting around index 96, which deviates from the earlier trend, indicating a Non"
+        },
+        "2444": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.18) and index 18 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.18) and index 18 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2445": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "2446": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2447": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.53) and a sharp drop at index 97 (value -0.49), followed by a significant drop to -1.08 at index 98. These abrupt changes disrupt the normal pattern of the sequence, indicating a sudden spike and drop anomaly. This type of anomaly is often observed in ECG data due to irregular heartbeats or electrical disturbances.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.53) and a sharp drop at index 97 (value -0.49), followed by a significant drop to -1.08 at index 98. These abrupt changes disrupt the normal pattern of the sequence, indicating a sudden spike and drop anomaly. This type of anomaly is often observed in ECG data due to irregular heartbeats or electrical disturbances.\nActionID: 12"
+        },
+        "2448": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2449": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden"
+        },
+        "2450": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2451": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "2452": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "2453": {
+            "Thought": "The sequence exhibits a sudden flatline at index 55 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 55 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.\nActionID: 10"
+        },
+        "2454": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (12.46, 12.44, 12.32, 12.38) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (12.46, 12.44, 12.32, 12.38) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+        },
+        "2455": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "2456": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.14 to 0.38 to -0.58 to -0.74). Later, there is a nonlinear pattern with rapid changes in amplitude (e.g., 0.1 to 0.5 to 0.7 to 1.0 to 1.38 to 1.68 to 1.88 to 2.08). These disruptions indicate a combination of drift, sudden spikes, and nonlinear",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.14 to 0.38 to -0.58 to -0.74). Later, there is a nonlinear pattern with rapid changes in amplitude (e.g., 0.1 to 0.5 to 0.7 to 1.0 to 1.38 to 1.68 to 1.88 to 2.08). These disruptions indicate a combination of drift, sudden spikes, and nonlinear"
+        },
+        "2457": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the values fluctuate within a certain range, but starting around index 20, there is a noticeable upward drift in the values, indicating a Drift Anomaly. Additionally, at index 39, there is a sudden spike in the value (1.06), followed by a sharp drop to 0.0, which is a Sudden Spike Anomaly. The sequence then transitions into a nonlinear growth pattern, particularly around indices 45-50, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal behavior of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the values fluctuate within a certain range, but starting around index 20, there is a noticeable upward drift in the values, indicating a Drift Anomaly. Additionally, at index 39, there is a sudden spike in the value (1.06), followed by a sharp drop to 0.0, which is a Sudden Spike Anomaly. The sequence then transitions into a nonlinear growth pattern, particularly around indices 45-50, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal behavior of the sequence.\nActionID: 1"
+        },
+        "2458": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 68, there is a sudden and extreme deviation with a sharp drop to -1.2 and -1.4, followed by a recovery. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the normal range and then return to a more stable pattern. Additionally, the sequence shows some irregular fluctuations afterward, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 68, there is a sudden and extreme deviation with a sharp drop to -1.2 and -1.4, followed by a recovery. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the normal range and then return to a more stable pattern. Additionally, the sequence shows some irregular fluctuations afterward, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "2459": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Non"
+        },
+        "2460": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.52, 0.68, 0.84, 1.08, 1.36) after the sharp drop, which deviates from the original",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.52, 0.68, 0.84, 1.08, 1.36) after the sharp drop, which deviates from the original"
+        },
+        "2461": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+        },
+        "2462": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2463": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1281.44) from index 22 to 24, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1281.44) from index 22 to 24, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "2464": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.29, followed by a further drop to -1.59, which is a significant deviation from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 90, there is a gradual and consistent upward drift in values, peaking at 2.56, followed by a downward trend, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 90-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.29, followed by a further drop to -1.59, which is a significant deviation from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 90, there is a gradual and consistent upward drift in values, peaking at 2.56, followed by a downward trend, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 90-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively"
+        },
+        "2465": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values such as 0.27, 0.65, -0.65, and -1.11. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with Sudden Spike Anomaly in ECG data, where abrupt changes in amplitude can indicate irregularities in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values such as 0.27, 0.65, -0.65, and -1.11. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with Sudden Spike Anomaly in ECG data, where abrupt changes in amplitude can indicate irregularities in the signal.\nActionID: 12"
+        },
+        "2466": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. Toward the end, there are irregular fluctuations and a sudden drop to -1.0, indicating another Sudden Spike Anomaly. These patterns collectively suggest a",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. Toward the end, there are irregular fluctuations and a sudden drop to -1.0, indicating another Sudden Spike Anomaly. These patterns collectively suggest a"
+        },
+        "2467": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.42). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.42). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2468": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2469": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2470": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier stable pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier stable pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.\nActionID: 14"
+        },
+        "2471": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 11, there is a sudden spike to 53.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 27-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 11.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 11, there is a sudden spike to 53.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 27-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 11.\nActionID: 12"
+        },
+        "2472": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, indicating no anomalies.\nActionID: 0"
+        },
+        "2473": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2474": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2475": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.58 and -0.73, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.58 and -0.73, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.\nActionID: 12"
+        },
+        "2476": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). This indicates a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.33) followed by a sharp drop to -0.38 and -0.56, which further disrupts",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). This indicates a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.33) followed by a sharp drop to -0.38 and -0.56, which further disrupts"
+        },
+        "2477": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 21 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2478": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.38), followed by a steep drop to -0.68 and -0.78. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.38), followed by a steep drop to -0.68 and -0.78. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+        },
+        "2479": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 72 (value 0.22) and a subsequent extreme spike at index 73 (value 0.51), followed by a sharp drop to -1.21 at index 74 and -1.51 at index 75. This sequence of sudden spikes and drops disrupts the normal pattern, indicating a significant anomaly. The extreme values and abrupt changes are characteristic of sudden spikes in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 72 (value 0.22) and a subsequent extreme spike at index 73 (value 0.51), followed by a sharp drop to -1.21 at index 74 and -1.51 at index 75. This sequence of sudden spikes and drops disrupts the normal pattern, indicating a significant anomaly. The extreme values and abrupt changes are characteristic of sudden spikes in the data.\nActionID: 12"
+        },
+        "2480": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.0"
+        },
+        "2481": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2482": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (0.52), followed by a sharp drop to -0.28 and -0.34, which disrupts the sequence further. This suggests a combination of Sudden Spike",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (0.52), followed by a sharp drop to -0.28 and -0.34, which disrupts the sequence further. This suggests a combination of Sudden Spike"
+        },
+        "2483": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2484": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2485": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2486": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1227.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1227.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2487": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "2488": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.67, -1.72, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.67 to -1.51. These patterns suggest a combination of Sudden Spike Anomalies and Continuous Segment Anomalies. However, the most prominent anomaly is the sudden extreme drops, which dominate the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.67, -1.72, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.67 to -1.51. These patterns suggest a combination of Sudden Spike Anomalies and Continuous Segment Anomalies. However, the most prominent anomaly is the sudden extreme drops, which dominate the sequence.\nActionID: 12"
+        },
+        "2489": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2490": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine experiencing a gradual degradation or wear.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine experiencing a gradual degradation or wear.\nActionID: 11"
+        },
+        "2491": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, the sequence abruptly transitions into a flatline of repeated values (120.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, the sequence abruptly transitions into a flatline of repeated values (120.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.\nActionID: 10"
+        },
+        "2492": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.21, 2.56) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.21, 2.56) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+        },
+        "2493": {
+            "Thought": "The time series exhibits multiple irregularities. Initially, there is a gradual increase in values, followed by a sudden drop around index 16, where the values decrease significantly and remain lower for a while. This is followed by a recovery and fluctuations. Additionally, there are segments where the values deviate from the expected range, such as the sharp drop around index 16 and the subsequent recovery. These deviations suggest a combination of anomalies, but the most prominent feature is the continuous segment of lower values around index 16-20, which disrupts the normal pattern.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities. Initially, there is a gradual increase in values, followed by a sudden drop around index 16, where the values decrease significantly and remain lower for a while. This is followed by a recovery and fluctuations. Additionally, there are segments where the values deviate from the expected range, such as the sharp drop around index 16 and the subsequent recovery. These deviations suggest a combination of anomalies, but the most prominent feature is the continuous segment of lower values around index 16-20, which disrupts the normal pattern.\nActionID: 13"
+        },
+        "2494": {
+            "Thought": "The value 3052.0 at index 12 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1500. This significant deviation from the normal amplitude indicates an isolated anomaly.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 3052.0 at index 12 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1500. This significant deviation from the normal amplitude indicates an isolated anomaly.\nActionID: 6"
+        },
+        "2495": {
+            "Thought": "The sequence exhibits a segment of repeated values (11652.64) from index 7 to 9, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a segment of repeated values (11652.64) from index 7 to 9, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "2496": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02"
+        },
+        "2497": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2498": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from the expected ECG waveform. Initially, there is a gradual increase followed by a sharp decline, which is not typical of a normal ECG pattern. Additionally, the sequence shows irregular fluctuations and lacks the expected periodic structure of an ECG signal. This suggests a disruption in the normal linear or periodic behavior of the ECG data.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from the expected ECG waveform. Initially, there is a gradual increase followed by a sharp decline, which is not typical of a normal ECG pattern. Additionally, the sequence shows irregular fluctuations and lacks the expected periodic structure of an ECG signal. This suggests a disruption in the normal linear or periodic behavior of the ECG data.\nActionID: 14"
+        },
+        "2499": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2500": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+        },
+        "2501": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 123.0 at index 11), abrupt drops (e.g., -100.0 at index 13), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 123.0 at index 11), abrupt drops (e.g., -100.0 at index 13), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "2502": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2503": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.02 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.02 to -0"
+        },
+        "2504": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a nonlinear pattern. This indicates a disruption in the normal ECG pattern, with a combination of flatline behavior, sudden spikes, and nonlinear changes. The most prominent anomaly is the sudden flatline behavior, which is critical in the context of ECG signals.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a nonlinear pattern. This indicates a disruption in the normal ECG pattern, with a combination of flatline behavior, sudden spikes, and nonlinear changes. The most prominent anomaly is the sudden flatline behavior, which is critical in the context of ECG signals.\nActionID: 10"
+        },
+        "2505": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 52 (value 0.28) and index 53 (value 0.46), which deviate sharply from the surrounding values that generally range between 0.04 and 0.1. These spikes are followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 52 (value 0.28) and index 53 (value 0.46), which deviate sharply from the surrounding values that generally range between 0.04 and 0.1. These spikes are followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "2506": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 50, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 50, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+        },
+        "2507": {
+            "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial.\nActionID: 0"
+        },
+        "2508": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+        },
+        "2509": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2510": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the initial level indicates a drift anomaly, as the values do not return to the original range and instead continue to drift downward.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the initial level indicates a drift anomaly, as the values do not return to the original range and instead continue to drift downward.\nActionID: 11"
+        },
+        "2511": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38) and index 9 (-0.68), indicating a Sudden Spike Anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (2.51), followed by a nonlinear pattern of fluctuations, suggesting a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter part, indicating a Drift Anomaly. Given the healthcare-ECG domain, these anomalies",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38) and index 9 (-0.68), indicating a Sudden Spike Anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (2.51), followed by a nonlinear pattern of fluctuations, suggesting a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter part, indicating a Drift Anomaly. Given the healthcare-ECG domain, these anomalies"
+        },
+        "2512": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2513": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 0.88, 1.08, 1.38, 1.56, 1",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 0.88, 1.08, 1.38, 1.56, 1"
+        },
+        "2514": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.32, -1.58), which disrupts the sequence. This indicates a combination of sudden spikes and a flatline anomaly, but the most prominent feature is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.32, -1.58), which disrupts the sequence. This indicates a combination of sudden spikes and a flatline anomaly, but the most prominent feature is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2515": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 10.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 10.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2516": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2517": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "2518": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.38), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change in the latter part of the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.38), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change in the latter part of the sequence.\nActionID: 14"
+        },
+        "2519": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 20, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence shows irregular fluctuations and lacks a clear periodic or linear structure.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 20, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence shows irregular fluctuations and lacks a clear periodic or linear structure.\nActionID: 14"
+        },
+        "2520": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 29, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 29, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2521": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 19 (value 0.5) followed by a sharp drop at index 20 (value -0.38) and index 21 (value -0.68), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden increase in amplitude around index 85 (value 0.66) and subsequent fluctuations. These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 19 (value 0.5) followed by a sharp drop at index 20 (value -0.38) and index 21 (value -0.68), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden increase in amplitude around index 85 (value 0.66) and subsequent fluctuations. These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 12"
+        },
+        "2522": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.02, 1.28, 1.44, 1.56",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.02, 1.28, 1.44, 1.56"
+        },
+        "2523": {
+            "Thought": "The time series initially shows a relatively stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a significant and abrupt drop in values, reaching as low as 19. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying behavior of the system. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a relatively stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a significant and abrupt drop in values, reaching as low as 19. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying behavior of the system. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2524": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2525": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2526": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.78, -0.76) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.78, -0.76) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2527": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2528": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2529": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.72, 0.84) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.72, 0.84) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anom"
+        },
+        "2530": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 3 (-1277.61), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 3 (-1277.61), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "2531": {
+            "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.\nActionID: 4"
+        },
+        "2532": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.68, 0.88, 1.0, 1.28, 1.48, 1.68, 1.8",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.68, 0.88, 1.0, 1.28, 1.48, 1.68, 1.8"
+        },
+        "2533": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2534": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and the sequence does not follow a consistent trend or periodicity. These disruptions suggest a significant deviation from the expected behavior of the sensor data. The anomalies are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and the sequence does not follow a consistent trend or periodicity. These disruptions suggest a significant deviation from the expected behavior of the sensor data. The anomalies are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.\nActionID: 13"
+        },
+        "2535": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2536": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.66) followed by a steep drop (-0.69, -1.34). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.66) followed by a steep drop (-0.69, -1.34). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "2537": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.46, 2.92) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.46, 2.92) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows"
+        },
+        "2538": {
+            "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+        },
+        "2539": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2540": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 31 (-1.38) and index 32 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 90, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 31 (-1.38) and index 32 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 90, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nActionID: 12"
+        },
+        "2541": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2542": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 24, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2543": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2544": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 1.36 to 1.46), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 1.36 to 1.46), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.\nActionID: 4"
+        },
+        "2545": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+        },
+        "2546": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.9, 3.61, 4.72), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.9, 3.61, 4.72), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic"
+        },
+        "2547": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.28) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp increase at index 115 (0.66) and index 116 (0.86), followed by a return to normal levels. These sudden spikes and drops disrupt the normal fluctuation pattern of the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.28) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp increase at index 115 (0.66) and index 116 (0.86), followed by a return to normal levels. These sudden spikes and drops disrupt the normal fluctuation pattern of the ECG signal.\nActionID: 12"
+        },
+        "2548": {
+            "Thought": "The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.\nActionID: 10"
+        },
+        "2549": {
+            "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain.\nActionID: 0"
+        },
+        "2550": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28) followed by a sharp drop (-0.44 and -0.71), which disrupts the normal fluctuation pattern. Additionally, starting from index 87, there is a significant upward drift in values, peaking at 1.72, followed by a gradual decline. This indicates a combination of sudden spikes and a drift anomaly. The sequence also shows nonlinear growth in the upward drift, deviating from the original pattern. These anomalies are consistent with disruptions in ECG signals, such as arrhythmias or other irregularities",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28) followed by a sharp drop (-0.44 and -0.71), which disrupts the normal fluctuation pattern. Additionally, starting from index 87, there is a significant upward drift in values, peaking at 1.72, followed by a gradual decline. This indicates a combination of sudden spikes and a drift anomaly. The sequence also shows nonlinear growth in the upward drift, deviating from the original pattern. These anomalies are consistent with disruptions in ECG signals, such as arrhythmias or other irregularities"
+        },
+        "2551": {
+            "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline at 0.0 starting at index 27, which persists for a significant duration. Afterward, the sequence resumes with fluctuations but does not return to the original range. This indicates a combination of a drift anomaly and a sudden flatline anomaly. However, the flatline anomaly is the most prominent and disruptive feature in this sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline at 0.0 starting at index 27, which persists for a significant duration. Afterward, the sequence resumes with fluctuations but does not return to the original range. This indicates a combination of a drift anomaly and a sudden flatline anomaly. However, the flatline anomaly is the most prominent and disruptive feature in this sequence.\nActionID: 10"
+        },
+        "2552": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting at index 10, where the values drop sharply from 0.24 to -0.51 and then continue to decrease further, reaching -1.11 at index 13. This is followed by a recovery and stabilization, but the sharp drop and subsequent recovery indicate a sudden disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting at index 10, where the values drop sharply from 0.24 to -0.51 and then continue to decrease further, reaching -1.11 at index 13. This is followed by a recovery and stabilization, but the sharp drop and subsequent recovery indicate a sudden disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2553": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 2.11, 2.56, 2.96, 3.11, 3.41), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 2.11, 2.56, 2.96, 3.11, 3.41), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+        },
+        "2554": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.38 and -1.59. These abrupt changes disrupt the normal pattern and indicate significant deviations in the sequence. Additionally, the sequence transitions back to a more stable pattern after these anomalies. This behavior is characteristic of sudden spikes and drops in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.38 and -1.59. These abrupt changes disrupt the normal pattern and indicate significant deviations in the sequence. Additionally, the sequence transitions back to a more stable pattern after these anomalies. This behavior is characteristic of sudden spikes and drops in the data.\nActionID: 12"
+        },
+        "2555": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -2455.0 to -2603.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -2455.0 to -2603.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "2556": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2557": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.9) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.9) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2558": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.21, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.21, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "2559": {
+            "Thought": "The time series exhibits multiple irregularities. Initially, there is a sharp drop from 0.219 to 0.031, followed by a sudden spike to 0.236 and 0.246, and then a return to a lower range. Later, there is another sharp drop to 0.031 and a subsequent recovery to 0.131. These abrupt changes in amplitude and direction indicate a disruption in the normal fluctuation pattern. The presence of these sharp spikes and drops suggests a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities. Initially, there is a sharp drop from 0.219 to 0.031, followed by a sudden spike to 0.236 and 0.246, and then a return to a lower range. Later, there is another sharp drop to 0.031 and a subsequent recovery to 0.131. These abrupt changes in amplitude and direction indicate a disruption in the normal fluctuation pattern. The presence of these sharp spikes and drops suggests a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2560": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 1.38) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 1.38) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+        },
+        "2561": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2562": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "2563": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 13, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.11, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with irregular fluctuations and exponential-like growth in certain segments, breaking the original linear or periodic pattern, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 13, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.11, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with irregular fluctuations and exponential-like growth in certain segments, breaking the original linear or periodic pattern, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal"
+        },
+        "2564": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease sharply from around 1000 to 800 and then to 700. This abrupt change disrupts the statistical properties of the sequence, indicating a clear shift in the mean and variance. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease sharply from around 1000 to 800 and then to 700. This abrupt change disrupts the statistical properties of the sequence, indicating a clear shift in the mean and variance. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2565": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+        },
+        "2566": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.236 at index 27) and abrupt changes in amplitude. These deviations disrupt the normal fluctuation pattern, indicating the presence of isolated anomalies within the sequence. Additionally, the sequence does not follow a consistent trend or pattern, and the anomalies are not confined to a single type. However, the most prominent feature is the sudden spikes.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.236 at index 27) and abrupt changes in amplitude. These deviations disrupt the normal fluctuation pattern, indicating the presence of isolated anomalies within the sequence. Additionally, the sequence does not follow a consistent trend or pattern, and the anomalies are not confined to a single type. However, the most prominent feature is the sudden spikes.\nActionID: 12"
+        },
+        "2567": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.\nActionID: 0"
+        },
+        "2568": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2569": {
+            "Thought": "The sequence initially exhibits normal fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 30, there is a gradual and consistent downward drift in the values, deviating from the earlier stable range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits normal fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 30, there is a gradual and consistent downward drift in the values, deviating from the earlier stable range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2570": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 30-33 to a higher range of 36-39. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 30-33 to a higher range of 36-39. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.\nActionID: 4"
+        },
+        "2571": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 11 (-1477.91), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 11 (-1477.91), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2572": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2573": {
+            "Thought": "The value 50.9 at index 22 is a significant outlier compared to the surrounding values, which generally range between 28 and 34. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.9 at index 22 is a significant outlier compared to the surrounding values, which generally range between 28 and 34. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "2574": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.56, 0.92, 1.32, 1.68, 1.96, 2.28, 2.56, 2.72,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.56, 0.92, 1.32, 1.68, 1.96, 2.28, 2.56, 2.72,"
+        },
+        "2575": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 22 (value 50.0), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 22 (value 50.0), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2576": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 83, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.67 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting this anomaly type.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 83, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.67 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting this anomaly type.\nActionID: 12"
+        },
+        "2577": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.62, 1.0, 1.36, 1.68, 1.92, 2.08) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behaviors suggest",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.62, 1.0, 1.36, 1.68, 1.92, 2.08) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behaviors suggest"
+        },
+        "2578": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.68). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.68). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2579": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "2580": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "2582": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2583": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 19, where the value plunges to -1458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 19, where the value plunges to -1458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2584": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 41 (value 0.62) followed by a sharp drop to -0.4 and -0.76, which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden flatline around index 43-45 (values 0.0, 0.0, 0.0) and a significant drift in the latter part of the sequence (e.g., values increasing to 1.04 and then decreasing to -0.42). These disruptions indicate a combination of sudden spikes, flatlines, and drift anomalies",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 41 (value 0.62) followed by a sharp drop to -0.4 and -0.76, which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden flatline around index 43-45 (values 0.0, 0.0, 0.0) and a significant drift in the latter part of the sequence (e.g., values increasing to 1.04 and then decreasing to -0.42). These disruptions indicate a combination of sudden spikes, flatlines, and drift anomalies",
+            "ParseError": "unrecognized_action_id"
+        },
+        "2585": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.66, 0.82, 0.98, 1.18, 1.38, 1.56) starting around index 100, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.66, 0.82, 0.98, 1.18, 1.38, 1.56) starting around index 100, which deviates from the"
+        },
+        "2586": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+        },
+        "2587": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "2588": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.\nActionID: 8"
+        },
+        "2589": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 96 (0.28) and the sharp drop at index 97 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of anomalies in the ECG signal, potentially representing irregularities in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 96 (0.28) and the sharp drop at index 97 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of anomalies in the ECG signal, potentially representing irregularities in the heart's electrical activity.\nActionID: 12"
+        },
+        "2590": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "2591": {
+            "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme deviation with a sharp spike (0.22, 0.51) followed by a steep drop (-0.98, -1.42). This is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Additionally, the sequence shows a gradual recovery and drift back to the baseline, but the extreme spike and drop are the most prominent anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme deviation with a sharp spike (0.22, 0.51) followed by a steep drop (-0.98, -1.42). This is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Additionally, the sequence shows a gradual recovery and drift back to the baseline, but the extreme spike and drop are the most prominent anomalies.\nActionID: 12"
+        },
+        "2592": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "2593": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the spike, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the spike, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+        },
+        "2594": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2595": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 91 (0.28) and a sharp drop at index 92 (-0.38), followed by a significant drop to -1.21 at index 93. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 91 (0.28) and a sharp drop at index 92 (-0.38), followed by a significant drop to -1.21 at index 93. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+        },
+        "2596": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2597": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant and nonlinear increase in values, with a rapid exponential-like growth. This deviates from the earlier pattern and indicates a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant and nonlinear increase in values, with a rapid exponential-like growth. This deviates from the earlier pattern and indicates a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "2598": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic high values (e.g., 1.0, 2.0, 3.0) interspersed with zeros, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros, losing normal fluctuations. This combination of anomalies suggests sparse and sudden flatline behavior.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic high values (e.g., 1.0, 2.0, 3.0) interspersed with zeros, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros, losing normal fluctuations. This combination of anomalies suggests sparse and sudden flatline behavior.\nActionID: 8"
+        },
+        "2599": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 66-70, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.67 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting this anomaly type.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 66-70, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.67 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting this anomaly type.\nActionID: 12"
+        },
+        "2600": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a fluctuating pattern with negative values, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a disruption in the sensor's behavior.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a fluctuating pattern with negative values, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a disruption in the sensor's behavior.\nActionID: 4"
+        },
+        "2601": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "2602": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 76-80, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.77, -0.68). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 76-80, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.77, -0.68). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+        },
+        "2603": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2604": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2605": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2606": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2607": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.29, 0.61) followed by a steep drop (-0.79, -1.42). This behavior is highly irregular and disrupts the normal pattern of the sequence, indicating a sudden and significant anomaly. Such spikes and drops are characteristic of Sudden Spike Anomalies in ECG data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.29, 0.61) followed by a steep drop (-0.79, -1.42). This behavior is highly irregular and disrupts the normal pattern of the sequence, indicating a sudden and significant anomaly. Such spikes and drops are characteristic of Sudden Spike Anomalies in ECG data.\nActionID: 12"
+        },
+        "2608": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2609": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.98 and -1.33. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.98 and -1.33. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2610": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2611": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2612": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2613": {
+            "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent trend. However, there are multiple instances of sudden spikes, such as at index 10 (0.126) and index 23 (0.13), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent trend. However, there are multiple instances of sudden spikes, such as at index 10 (0.126) and index 23 (0.13), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "2614": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 10 and 0.236 at index 11) and abrupt changes in amplitude, deviating significantly from the surrounding values. These spikes disrupt the normal fluctuation pattern and are not isolated points but occur in a continuous segment. Additionally, the sequence does not follow a consistent trend or pattern, and the spikes are not isolated to a single point but occur in a continuous segment. This suggests a Continuous Segment Anomaly.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 10 and 0.236 at index 11) and abrupt changes in amplitude, deviating significantly from the surrounding values. These spikes disrupt the normal fluctuation pattern and are not isolated points but occur in a continuous segment. Additionally, the sequence does not follow a consistent trend or pattern, and the spikes are not isolated to a single point but occur in a continuous segment. This suggests a Continuous Segment Anomaly.\nActionID: 13"
+        },
+        "2615": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2616": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2617": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 90, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 90, which deviates from the earlier"
+        },
+        "2618": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into a fluctuating pattern with small variations. However, there is a sudden and extreme spike at index 96 (value 0.63), followed by a sharp drop to -0.68 and -1.22, which significantly deviates from the surrounding values. This behavior indicates a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into a fluctuating pattern with small variations. However, there is a sudden and extreme spike at index 96 (value 0.63), followed by a sharp drop to -0.68 and -1.22, which significantly deviates from the surrounding values. This behavior indicates a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.\nActionID: 12"
+        },
+        "2619": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2620": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 17, where the value (-2455.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 17, where the value (-2455.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2621": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.58, -1.7, -1.1, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.58, -1.7, -1.1, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2622": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the values fluctuate within a certain range, but starting around index 26, there is a noticeable upward drift in the values, indicating a Drift Anomaly. Additionally, at index 43, there is a sudden spike in the value (1.06), followed by a sharp drop to 0.0 at index 44, which is indicative of a Sudden Spike Anomaly. The sequence then transitions into a nonlinear growth pattern starting around index 50, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal behavior of the sequence.\nAction",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the values fluctuate within a certain range, but starting around index 26, there is a noticeable upward drift in the values, indicating a Drift Anomaly. Additionally, at index 43, there is a sudden spike in the value (1.06), followed by a sharp drop to 0.0 at index 44, which is indicative of a Sudden Spike Anomaly. The sequence then transitions into a nonlinear growth pattern starting around index 50, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal behavior of the sequence.\nAction"
+        },
+        "2623": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2624": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 11 to 15, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.23, -0.92, -0.77) and then gradually returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows some irregular fluctuations later in the series, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 11 to 15, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.23, -0.92, -0.77) and then gradually returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows some irregular fluctuations later in the series, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "2625": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2626": {
+            "Thought": "The value 40.2 at index 22 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 28-30. This isolated spike disrupts the normal pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 40.2 at index 22 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 28-30. This isolated spike disrupts the normal pattern of the sequence.\nActionID: 1"
+        },
+        "2627": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2628": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 17 and 18, where the values jump to 15551.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 17 and 18, where the values jump to 15551.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2629": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "2630": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2631": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 43, there is an extreme outlier (-1.08), which is a Point Anomaly. Later, the sequence transitions into a nonlinear growth pattern (e.g., exponential-like increase) around index 115, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 43, there is an extreme outlier (-1.08), which is a Point Anomaly. Later, the sequence transitions into a nonlinear growth pattern (e.g., exponential-like increase) around index 115, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 1"
+        },
+        "2632": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 47, where the values jump from the range of approximately 120-130 to a much higher range (e.g., 145.5, 150.5, 155.5, 160.5, 165.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 47, where the values jump from the range of approximately 120-130 to a much higher range (e.g., 145.5, 150.5, 155.5, 160.5, 165.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.\nActionID: 4"
+        },
+        "2633": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "2634": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.\nActionID: 8"
+        },
+        "2635": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 68 (-1.18) and index 69 (-1.38), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 68 (-1.18) and index 69 (-1.38), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "2636": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2637": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2638": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2639": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2640": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2641": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2642": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 96,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 96,"
+        },
+        "2643": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "2645": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2646": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.34), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., from -0.01 to 2.01), indicating a Drift Anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth (e.g., 1.05 to 2.01), breaking the original linear or oscillatory pattern, which is indicative of a Nonlinear Pattern Anomaly. These anomal",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.34), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., from -0.01 to 2.01), indicating a Drift Anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth (e.g., 1.05 to 2.01), breaking the original linear or oscillatory pattern, which is indicative of a Nonlinear Pattern Anomaly. These anomal"
+        },
+        "2647": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1555.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1555.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2648": {
+            "Thought": "The time series exhibits a nonlinear pattern with a sudden and significant deviation from the original trend. Initially, the values show a gradual increase, followed by a sharp rise and subsequent fluctuations, including a peak and subsequent decline. This behavior deviates from a linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with a sudden and significant deviation from the original trend. Initially, the values show a gradual increase, followed by a sharp rise and subsequent fluctuations, including a peak and subsequent decline. This behavior deviates from a linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2649": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.38) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.38) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "2650": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 23 to 26, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 23 to 26, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2651": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 37, there is a sudden and significant increase in values, with a sharp spike to 51.56, followed by a new range of higher values (approximately 40 to 50). This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the behavior of the system.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 37, there is a sudden and significant increase in values, with a sharp spike to 51.56, followed by a new range of higher values (approximately 40 to 50). This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the behavior of the system.\nActionID: 4"
+        },
+        "2652": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1335.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1335.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2653": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2654": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 76-79, where the sequence drops sharply to -0.68, -1.0, -0.79, and -0.66, compared to the surrounding values that are relatively stable and close to zero. This sharp drop is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 76-79, where the sequence drops sharply to -0.68, -1.0, -0.79, and -0.66, compared to the surrounding values that are relatively stable and close to zero. This sharp drop is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2655": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 70 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 70 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "2656": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.66, 2.01, 2.28) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.66, 2.01, 2.28) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "2657": {
+            "Thought": "The sequence initially shows a gradual upward trend, followed by a sudden flatline at 0.04 from index 16 to 20, disrupting the normal fluctuations. Afterward, the sequence resumes with a downward trend, but the flatline segment is a clear anomaly. This behavior indicates a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual upward trend, followed by a sudden flatline at 0.04 from index 16 to 20, disrupting the normal fluctuations. Afterward, the sequence resumes with a downward trend, but the flatline segment is a clear anomaly. This behavior indicates a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "2658": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "2659": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2660": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with peaks reaching as high as 55.28. This abrupt change in the statistical properties, including the mean and variance, indicates a shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with peaks reaching as high as 55.28. This abrupt change in the statistical properties, including the mean and variance, indicates a shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2661": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2662": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.56. This indicates a combination of Drift Anomaly, Sudden Flatline Anomaly, and Amplitude Anomaly. However, the most prominent anomaly is the sudden upward drift in the latter part of the sequence.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.56. This indicates a combination of Drift Anomaly, Sudden Flatline Anomaly, and Amplitude Anomaly. However, the most prominent anomaly is the sudden upward drift in the latter part of the sequence.\nActionID: 11"
+        },
+        "2663": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "2664": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 24, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 24, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2665": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.\nActionID: 8"
+        },
+        "2666": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 17, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 17, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2667": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 10 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 10 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2668": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2669": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 116, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 116, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+        },
+        "2670": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2671": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.66, 2.11, 2.38) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.66, 2.11, 2.38) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "2672": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "2673": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2674": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 48, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 48, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2675": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal fluctuation.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal fluctuation.\nActionID: 12"
+        },
+        "2676": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2677": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1167.41) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1167.41) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "2678": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "2679": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "2680": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+        },
+        "2681": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+        },
+        "2682": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.01, 2.28, 2.46) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.01, 2.28, 2.46) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "2683": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2684": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "2685": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2686": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting"
+        },
+        "2687": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 74, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. This type of anomaly is often observed in ECG data due to sudden electrical disturbances or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 74, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. This type of anomaly is often observed in ECG data due to sudden electrical disturbances or artifacts.\nActionID: 12"
+        },
+        "2688": {
+            "Thought": "The value 0.0 at index 1 is a significant deviation from the surrounding data points, which generally range between 130 and 160. This isolated drop to 0.0 is highly anomalous and disrupts the normal pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 0.0 at index 1 is a significant deviation from the surrounding data points, which generally range between 130 and 160. This isolated drop to 0.0 is highly anomalous and disrupts the normal pattern of the sequence.\nActionID: 1"
+        },
+        "2689": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1232.35 to -1435.11, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1232.35 to -1435.11, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "2690": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2691": {
+            "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 16, disrupting the normal fluctuations of the time series. This flatline persists for a significant duration before returning to normal values, indicating a loss of variability in the sensor readings.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 16, disrupting the normal fluctuations of the time series. This flatline persists for a significant duration before returning to normal values, indicating a loss of variability in the sensor readings.\nActionID: 10"
+        },
+        "2692": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2693": {
+            "Thought": "The time series initially shows a relatively stable pattern with minor fluctuations, but starting around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a relatively stable pattern with minor fluctuations, but starting around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2694": {
+            "Thought": "The sequence exhibits a sudden flatline at index 15 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different statistical distribution, indicating a potential change in the underlying process.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 15 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different statistical distribution, indicating a potential change in the underlying process.\nActionID: 10"
+        },
+        "2695": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 27, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 27, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2696": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "2697": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2698": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and index 40-50), followed by recovery and fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and index 40-50), followed by recovery and fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "2699": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2700": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 30 (value 1.24) and a subsequent sharp increase to 1.56 at index 31. This is followed by a nonlinear pattern of fluctuations, including exponential-like growth and irregular oscillations. The sequence also shows a sudden drop at index 56 (value 0.28) and a subsequent downward trend. These characteristics suggest a combination of drift, sudden spikes, and nonlinear pattern anomalies. However, the dominant anomaly appears to be the nonlinear pattern anomaly due to the significant deviation from the expected",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 30 (value 1.24) and a subsequent sharp increase to 1.56 at index 31. This is followed by a nonlinear pattern of fluctuations, including exponential-like growth and irregular oscillations. The sequence also shows a sudden drop at index 56 (value 0.28) and a subsequent downward trend. These characteristics suggest a combination of drift, sudden spikes, and nonlinear pattern anomalies. However, the dominant anomaly appears to be the nonlinear pattern anomaly due to the significant deviation from the expected"
+        },
+        "2701": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.66) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.66) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2702": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 50, where the values jump from the range of approximately 120-130 to much higher values (e.g., 153.8, 163.8, 173.8, 183.8, 193.8, 203.8). This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 50, where the values jump from the range of approximately 120-130 to much higher values (e.g., 153.8, 163.8, 173.8, 183.8, 193.8, 203.8). This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2703": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.28) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of irregular fluctuations, such as the sharp rise and fall around indices 90-100, which disrupt the normal pattern. These anomalies are characteristic of sudden spikes and continuous segment anomalies in an ECG context.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.28) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of irregular fluctuations, such as the sharp rise and fall around indices 90-100, which disrupt the normal pattern. These anomalies are characteristic of sudden spikes and continuous segment anomalies in an ECG context.\nActionID: 12"
+        },
+        "2704": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2705": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.22, 0.51) followed by a steep drop (-0.78, -1.42). This is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Additionally, the sequence shows a gradual upward drift in the later part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.22, 0.51) followed by a steep drop (-0.78, -1.42). This is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Additionally, the sequence shows a gradual upward drift in the later part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "2706": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 26 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 26 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+        },
+        "2707": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then show a sharp drop around index 23, followed by a recovery and a sudden spike at index 39. This behavior indicates a nonlinear pattern that disrupts the original trend. Additionally, the sharp drop and recovery suggest a potential anomaly in the machine-system domain.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then show a sharp drop around index 23, followed by a recovery and a sudden spike at index 39. This behavior indicates a nonlinear pattern that disrupts the original trend. Additionally, the sharp drop and recovery suggest a potential anomaly in the machine-system domain.\nActionID: 14"
+        },
+        "2708": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2709": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "2710": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "2711": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.\nActionID: 0"
+        },
+        "2712": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 55 to 59, where the values plummet to -1.24, -1.51, -1.0, -0.7, and -0.52, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 55 to 59, where the values plummet to -1.24, -1.51, -1.0, -0.7, and -0.52, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2713": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data follows a predictable and smooth trajectory, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data follows a predictable and smooth trajectory, indicating no anomalies.\nActionID: 0"
+        },
+        "2714": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, there is a significant deviation in the latter part of the sequence (e.g., -0.13, -0.14, -0.15, -0.16), which suggests a Continuous Segment An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, there is a significant deviation in the latter part of the sequence (e.g., -0.13, -0.14, -0.15, -0.16), which suggests a Continuous Segment An"
+        },
+        "2715": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range in subsequent points. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range in subsequent points. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "2716": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "2717": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2718": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2719": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 59. These abrupt changes in the sequence indicate a significant deviation from the expected pattern, suggesting a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 59. These abrupt changes in the sequence indicate a significant deviation from the expected pattern, suggesting a sudden spike anomaly.\nActionID: 12"
+        },
+        "2720": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., from 0.06 to 1.38), followed by a downward drift (e.g., from 1.38 to -0.28), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns, particularly in the middle segment, which deviates from the original linear or periodic behavior",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., from 0.06 to 1.38), followed by a downward drift (e.g., from 1.38 to -0.28), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns, particularly in the middle segment, which deviates from the original linear or periodic behavior"
+        },
+        "2722": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.59, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.59, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "2723": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anom"
+        },
+        "2724": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2725": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors"
+        },
+        "2726": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 24, peaking at index 31, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 24, peaking at index 31, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2727": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 27, there is a sudden and significant drop in values, reaching a new lower range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 27, there is a sudden and significant drop in values, reaching a new lower range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2728": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term drift downward (e.g., -0.02 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term drift downward (e.g., -0.02 to -0"
+        },
+        "2729": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2730": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.5. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.5. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2731": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 16, where the values jump from the range of approximately 3.0 to 3.5 to a much higher range (e.g., 5.0, 5.5, 6.0, 6.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After index 27, the values return to the original range, suggesting a temporary disruption. This is indicative of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 16, where the values jump from the range of approximately 3.0 to 3.5 to a much higher range (e.g., 5.0, 5.5, 6.0, 6.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After index 27, the values return to the original range, suggesting a temporary disruption. This is indicative of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2732": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike and drop.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+        },
+        "2733": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.38), which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.38), which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.\nActionID: 12"
+        },
+        "2734": {
+            "Thought": "The value 152.0 at index 5 is a significant outlier compared to the surrounding values, which generally range between 100 and 130. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 152.0 at index 5 is a significant outlier compared to the surrounding values, which generally range between 100 and 130. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "2735": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 3 (-1477.77), which deviates sharply from the surrounding values. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 3 (-1477.77), which deviates sharply from the surrounding values. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2736": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+        },
+        "2737": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.74), followed by a flatline segment (e.g., 0.0 to -0.01). Later, there is a significant upward drift (e.g., 0.18 to 2.51) and subsequent nonlinear fluctuations (e.g., 2.51 to 3.04). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anom",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.74), followed by a flatline segment (e.g., 0.0 to -0.01). Later, there is a significant upward drift (e.g., 0.18 to 2.51) and subsequent nonlinear fluctuations (e.g., 2.51 to 3.04). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anom"
+        },
+        "2738": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 90, where the sequence transitions from a relatively stable pattern to extreme fluctuations, including a sharp spike (0.68) followed by a steep drop (-0.59). This behavior is characteristic of a sudden spike anomaly, as the values deviate drastically from the surrounding data and then return to a more stable range. Additionally, the sequence shows some irregularities in the earlier part, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 90, where the sequence transitions from a relatively stable pattern to extreme fluctuations, including a sharp spike (0.68) followed by a steep drop (-0.59). This behavior is characteristic of a sudden spike anomaly, as the values deviate drastically from the surrounding data and then return to a more stable range. Additionally, the sequence shows some irregularities in the earlier part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "2739": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting from index 41, the sequence exhibits a sudden and sharp drop in values, deviating significantly from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting from index 41, the sequence exhibits a sudden and sharp drop in values, deviating significantly from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.\nActionID: 4"
+        },
+        "2740": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 72 (value 0.72) followed by a sharp drop at index 73 (value -0.48) and a further extreme drop at index 74 (value -1.24). These sudden deviations from the surrounding values indicate a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 70-75 and the sharp transitions between values, which deviate from the expected ECG pattern. This suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike and drop",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 72 (value 0.72) followed by a sharp drop at index 73 (value -0.48) and a further extreme drop at index 74 (value -1.24). These sudden deviations from the surrounding values indicate a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 70-75 and the sharp transitions between values, which deviate from the expected ECG pattern. This suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike and drop"
+        },
+        "2741": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2742": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2743": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 83, there is a significant nonlinear increase in values, peaking at 5.11, which deviates from the previous pattern. This is followed by a gradual decline and a return to smaller fluctuations. The nonlinear growth and erratic behavior indicate a disruption in the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 83, there is a significant nonlinear increase in values, peaking at 5.11, which deviates from the previous pattern. This is followed by a gradual decline and a return to smaller fluctuations. The nonlinear growth and erratic behavior indicate a disruption in the normal ECG pattern.\nActionID: 14"
+        },
+        "2744": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2745": {
+            "Thought": "The time series initially fluctuates around a higher range (approximately 120-130) but then exhibits a gradual downward drift starting around index 16, where the values consistently decrease and stabilize at a lower range (approximately 100-110). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 120-130) but then exhibits a gradual downward drift starting around index 16, where the values consistently decrease and stabilize at a lower range (approximately 100-110). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2746": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "2747": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "2748": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "2749": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the sequence does not return to its original range and continues to drift lower. This behavior is characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the sequence does not return to its original range and continues to drift lower. This behavior is characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2750": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "2751": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2752": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop around index 10, where the values decrease significantly and stabilize at a lower range. This indicates a potential change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop around index 10, where the values decrease significantly and stabilize at a lower range. This indicates a potential change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2753": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 7 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 7 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2754": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2755": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2756": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2757": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.21 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.21 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG"
+        },
+        "2758": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 90, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 90, which deviates from the earlier"
+        },
+        "2759": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "2760": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 10, there is a sudden and significant increase in values, peaking at 53.56. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 10, there is a sudden and significant increase in values, peaking at 53.56. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2761": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.02, 1.28) after the spike, which deviates from",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.02, 1.28) after the spike, which deviates from"
+        },
+        "2762": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.25, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.25, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "2763": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2764": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.\nActionID: 0"
+        },
+        "2765": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 19 (value 0.53) followed by a sharp drop at index 20 (value -0.38) and index 21 (value -0.68), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden spike at index 87 (value 0.68) and a sharp drop at index 88 (value -0.44). These sudden spikes and drops are characteristic of Sudden Spike Anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 19 (value 0.53) followed by a sharp drop at index 20 (value -0.38) and index 21 (value -0.68), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden spike at index 87 (value 0.68) and a sharp drop at index 88 (value -0.44). These sudden spikes and drops are characteristic of Sudden Spike Anomalies.\nActionID: 12"
+        },
+        "2766": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.\nActionID: 10"
+        },
+        "2767": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Additionally, there is a significant nonlinear pattern starting around index 75, where the values increase rapidly to a peak (e.g., 1.18 at index 81) and then decrease in a nonlinear manner. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows irregular fluctuations in amplitude and distribution, which could",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Additionally, there is a significant nonlinear pattern starting around index 75, where the values increase rapidly to a peak (e.g., 1.18 at index 81) and then decrease in a nonlinear manner. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows irregular fluctuations in amplitude and distribution, which could"
+        },
+        "2768": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68, 4.31) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68, 4.31) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "2769": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "2770": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2771": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting at index 11, where the values rapidly increase from a negative range to a peak of 1.56, followed by a gradual return to a more stable range. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal fluctuation pattern before stabilizing. Additionally, the sequence shows irregular fluctuations and deviations in the later part, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting at index 11, where the values rapidly increase from a negative range to a peak of 1.56, followed by a gradual return to a more stable range. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal fluctuation pattern before stabilizing. Additionally, the sequence shows irregular fluctuations and deviations in the later part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "2772": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.38) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a gradual upward drift in the latter part of the sequence (e.g., from index 80 onward), where the values increase steadily and deviate from the earlier range, indicating a drift anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.38) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a gradual upward drift in the latter part of the sequence (e.g., from index 80 onward), where the values increase steadily and deviate from the earlier range, indicating a drift anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nActionID: 12"
+        },
+        "2773": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "2774": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2775": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -2000 to -3000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -2000 to -3000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2776": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently increase over time, deviating from the original level, which is indicative of a drift anomaly. This behavior is consistent with machine-system data where gradual degradation or drift in performance may occur.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently increase over time, deviating from the original level, which is indicative of a drift anomaly. This behavior is consistent with machine-system data where gradual degradation or drift in performance may occur.\nActionID: 11"
+        },
+        "2777": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2778": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 17, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 17, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2779": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 16 (-1.18) and index 17 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 16 (-1.18) and index 17 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2780": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.32). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.36, 1.52, 1.74, 2.08) starting around index",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.32). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.36, 1.52, 1.74, 2.08) starting around index"
+        },
+        "2781": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 24, where the value plummets to 0.0, which is significantly lower than the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 24, where the value plummets to 0.0, which is significantly lower than the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "2782": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "2783": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,"
+        },
+        "2784": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "2785": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2786": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.\nActionID: 0"
+        },
+        "2787": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2788": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 93 (-1.18) and index 94 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 93 (-1.18) and index 94 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2789": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2790": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2791": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2792": {
+            "Thought": "The sequence exhibits a sudden spike at index 7 (value 40.94) and index 11 (value 40.94), which are significantly higher than the surrounding values that generally range between 28 and 33. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 7 (value 40.94) and index 11 (value 40.94), which are significantly higher than the surrounding values that generally range between 28 and 33. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+        },
+        "2793": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 40, reaching a peak at index 55. This is followed by a rapid decline and a nonlinear pattern of fluctuations. The sequence transitions from a linear trend to a nonlinear pattern, breaking the original linear rule. This indicates a significant deviation from the expected behavior of the machine-system.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 40, reaching a peak at index 55. This is followed by a rapid decline and a nonlinear pattern of fluctuations. The sequence transitions from a linear trend to a nonlinear pattern, breaking the original linear rule. This indicates a significant deviation from the expected behavior of the machine-system.\nActionID: 14"
+        },
+        "2794": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 16, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -3000 to -4000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 16, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -3000 to -4000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2795": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "2796": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 33, there is a sudden and significant drop in values, deviating from the expected pattern. This abrupt change disrupts the overall trend and statistical properties of the sequence. This is indicative of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 33, there is a sudden and significant drop in values, deviating from the expected pattern. This abrupt change disrupts the overall trend and statistical properties of the sequence. This is indicative of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2797": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -1.11 and -1.53. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -1.11 and -1.53. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2798": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 17 (value 193.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 17 (value 193.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2799": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2800": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2801": {
+            "Thought": "The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "2802": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2803": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "2804": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.21, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 74, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.21, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 74, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2805": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are two isolated spikes at indices 58 and 59 (values 12.34 and 12.32, respectively), which significantly deviate from the surrounding flatline pattern. These sporadic high values disrupt the otherwise consistent flatline.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are two isolated spikes at indices 58 and 59 (values 12.34 and 12.32, respectively), which significantly deviate from the surrounding flatline pattern. These sporadic high values disrupt the otherwise consistent flatline.\nActionID: 8"
+        },
+        "2806": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and the sequence does not follow a consistent trend or periodicity. These disruptions suggest a significant deviation from the expected behavior of the sensor data. The anomalies are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and the sequence does not follow a consistent trend or periodicity. These disruptions suggest a significant deviation from the expected behavior of the sensor data. The anomalies are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.\nActionID: 13"
+        },
+        "2807": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 33, there is a sudden and significant increase in values, peaking at 55.21. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 33, there is a sudden and significant increase in values, peaking at 55.21. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2808": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2809": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.28, 2.56) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.28, 2.56) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+        },
+        "2810": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+        },
+        "2811": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "2812": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2813": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+        },
+        "2814": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2815": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (10.0) and a sharp increase to 15.0 at index 16. This is followed by a nonlinear pattern of exponential growth starting at index 20, where the values increase rapidly to 29.0 at index 23. Afterward, the sequence stabilizes and fluctuates within a narrower range. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent stabilization.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (10.0) and a sharp increase to 15.0 at index 16. This is followed by a nonlinear pattern of exponential growth starting at index 20, where the values increase rapidly to 29.0 at index 23. Afterward, the sequence stabilizes and fluctuates within a narrower range. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent stabilization.\nActionID: 14"
+        },
+        "2816": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 47, there is a sudden and significant increase in values, peaking at 55.25. This is followed by a sharp drop and a new range of values (approximately 30-35), indicating a sudden and sustained change in the statistical properties of the sequence. This suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 47, there is a sudden and significant increase in values, peaking at 55.25. This is followed by a sharp drop and a new range of values (approximately 30-35), indicating a sudden and sustained change in the statistical properties of the sequence. This suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "2817": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2818": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2819": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2820": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "2821": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2822": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear"
+        },
+        "2823": {
+            "Thought": "The sequence exhibits a consistent and smooth decline in values over time, with no abrupt changes, spikes, or disruptions. The fluctuations are within a reasonable range, and the overall trend appears natural and expected for an environment-sensor domain. There are no indications of anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent and smooth decline in values over time, with no abrupt changes, spikes, or disruptions. The fluctuations are within a reasonable range, and the overall trend appears natural and expected for an environment-sensor domain. There are no indications of anomalies.\nActionID: 0"
+        },
+        "2824": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2825": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 21 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 21 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2826": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.\nActionID: 12"
+        },
+        "2827": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "2828": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+        },
+        "2829": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 43, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 43, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+        },
+        "2830": {
+            "Thought": "The sequence exhibits a sudden and significant deviation at index 10, where the value jumps to 10.0, which is much higher than the surrounding values that generally range between 1.0 and 3.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant deviation at index 10, where the value jumps to 10.0, which is much higher than the surrounding values that generally range between 1.0 and 3.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "2831": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2832": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "2833": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2834": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., 0.27 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., 0.27 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused"
+        },
+        "2835": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations that resemble a normal ECG signal, with no significant deviations, disruptions, or anomalies. The sequence follows expected behavior for the domain of Healthcare-ECG, including periodic spikes and dips, which are characteristic of normal physiological activity. There are no irregularities or abnormal patterns observed.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations that resemble a normal ECG signal, with no significant deviations, disruptions, or anomalies. The sequence follows expected behavior for the domain of Healthcare-ECG, including periodic spikes and dips, which are characteristic of normal physiological activity. There are no irregularities or abnormal patterns observed.\nActionID: 0"
+        },
+        "2836": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2837": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.08) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.08) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "2838": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "2839": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2840": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 22 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 22 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2841": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 86, where the values drop sharply to -0.51 and then further to -0.73, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregularities in the earlier part, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 86, where the values drop sharply to -0.51 and then further to -0.73, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregularities in the earlier part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "2842": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "2843": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.0, -1.23, -1.01). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.0, -1.23, -1.01). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden"
+        },
+        "2844": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "2845": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2846": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 83 (value 0.28) and a subsequent drop to -0.68 at index 84, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 83 (value 0.28) and a subsequent drop to -0.68 at index 84, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2847": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.18 to 0.48 to -0.68 to -1.08). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The presence of these anomalies disrupts the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.18 to 0.48 to -0.68 to -1.08). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The presence of these anomalies disrupts the normal ECG pattern.\nActionID: 14"
+        },
+        "2848": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2849": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2850": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, likely due to system anomalies or external factors.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, likely due to system anomalies or external factors.\nActionID: 2"
+        },
+        "2851": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2852": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "2853": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74, 1.98, 2.18) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74, 1.98, 2.18) starting"
+        },
+        "2854": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.21, followed by a further drop to -1.56, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.06, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nAction",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.21, followed by a further drop to -1.56, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.06, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nAction"
+        },
+        "2855": {
+            "Thought": "The time series exhibits a sudden and extreme spike at index 83 (value 0.73), followed by a sharp drop to -0.49 and -0.78, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to it. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme spike at index 83 (value 0.73), followed by a sharp drop to -0.49 and -0.78, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to it. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "2856": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2857": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (-0.92, -1.11). This indicates a sudden spike anomaly. Additionally, the sequence later transitions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (-0.92, -1.11). This indicates a sudden spike anomaly. Additionally, the sequence later transitions"
+        },
+        "2858": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. The flatline behavior is particularly notable as it disrupts the normal ECG fluctuation pattern, which typically exhibits periodic variations. This flatline is indicative of a Sudden Flatline Anomaly, which is often associated with critical events in ECG signals.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. The flatline behavior is particularly notable as it disrupts the normal ECG fluctuation pattern, which typically exhibits periodic variations. This flatline is indicative of a Sudden Flatline Anomaly, which is often associated with critical events in ECG signals.\nActionID: 10"
+        },
+        "2859": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "2860": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2861": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 0.51), followed by a nonlinear pattern of exponential growth (e.g., 0.51 to 2.11) and subsequent decay. This indicates a combination of Drift Anomaly and Nonlinear Pattern Anomaly. Additionally, the sequence shows irregular fluctuations and disru",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 0.51), followed by a nonlinear pattern of exponential growth (e.g., 0.51 to 2.11) and subsequent decay. This indicates a combination of Drift Anomaly and Nonlinear Pattern Anomaly. Additionally, the sequence shows irregular fluctuations and disru"
+        },
+        "2862": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2863": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 23, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 23, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+        },
+        "2864": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2865": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2866": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 2.11, 2.59, 3.08, 3.41) starting around index 110, which deviates significantly from the earlier trend, indicating",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 2.11, 2.59, 3.08, 3.41) starting around index 110, which deviates significantly from the earlier trend, indicating"
+        },
+        "2867": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "2868": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sporadically.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sporadically.\nActionID: 8"
+        },
+        "2869": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61), followed by a sharp drop to -0.48 and -0.68, indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61), followed by a sharp drop to -0.48 and -0.68, indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern"
+        },
+        "2870": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2871": {
+            "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are multiple instances of sudden spikes, such as at index 16 (67.0) and index 23 (68.0), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are multiple instances of sudden spikes, such as at index 16 (67.0) and index 23 (68.0), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "2872": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.\nActionID: 1"
+        },
+        "2873": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 0.05 to 0.07. However, starting at index 16, there is a noticeable drop in values, followed by a gradual downward drift in the overall level of the sequence. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 0.05 to 0.07. However, starting at index 16, there is a noticeable drop in values, followed by a gradual downward drift in the overall level of the sequence. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2874": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 33, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 33, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "2875": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a steep drop to -1.04 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a steep drop to -1.04 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2876": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2877": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 87 (-1.28) and index 88 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 87 (-1.28) and index 88 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2878": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "2879": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 19, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 19, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "2880": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+        },
+        "2881": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.\nActionID: 11"
+        },
+        "2882": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden increase in amplitude around index 85 (0.56) and index 86 (0.74), followed by a return to normal levels. These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of ECG signals.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden increase in amplitude around index 85 (0.56) and index 86 (0.74), followed by a return to normal levels. These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of ECG signals.\nActionID: 12"
+        },
+        "2883": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2884": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2885": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -1.08, followed by a rapid recovery and a sharp increase to 0.41 and 0.68. This behavior indicates a sudden spike anomaly, as the values deviate significantly from the surrounding pattern and then return to the normal range. Such anomalies in ECG data could represent irregular heartbeats or other transient cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -1.08, followed by a rapid recovery and a sharp increase to 0.41 and 0.68. This behavior indicates a sudden spike anomaly, as the values deviate significantly from the surrounding pattern and then return to the normal range. Such anomalies in ECG data could represent irregular heartbeats or other transient cardiac events.\nActionID: 12"
+        },
+        "2886": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.27, 0.63, -0.68, -1.29). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.27, 0.63, -0.68, -1.29). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+        },
+        "2887": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 and 30, where the values jump to 13651.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 and 30, where the values jump to 13651.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "2888": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the"
+        },
+        "2889": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 97, there is a significant and abrupt drop to -0.59, followed by a recovery, which is another Sudden Spike Anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 90-95, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 97, there is a significant and abrupt drop to -0.59, followed by a recovery, which is another Sudden Spike Anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 90-95, which deviates from the"
+        },
+        "2890": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28) followed by a sharp drop (-0.34, -0.58, -0.68), which disrupts the normal fluctuation pattern. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 80 to 90 shows a significant upward drift (e.g., 0.2, 0.42, 0.66, 0.86, 1.06, 1.32, 1.58), deviating from the normal level, which suggests a Drift",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28) followed by a sharp drop (-0.34, -0.58, -0.68), which disrupts the normal fluctuation pattern. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 80 to 90 shows a significant upward drift (e.g., 0.2, 0.42, 0.66, 0.86, 1.06, 1.32, 1.58), deviating from the normal level, which suggests a Drift"
+        },
+        "2891": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2892": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 27 (-1.48) and index 28 (-1.61), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 87 (1.02) and peaking at index 91 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 27 (-1.48) and index 28 (-1.61), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 87 (1.02) and peaking at index 91 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non"
+        },
+        "2893": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.58 and -0.73, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.58 and -0.73, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "2894": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2895": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, with a sharp increase to 0.58 followed by a drastic drop to -0.98 and -1.23, which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 80 to 87 shows a significant upward drift in values, peaking at 1.72, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, with a sharp increase to 0.58 followed by a drastic drop to -0.98 and -1.23, which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 80 to 87 shows a significant upward drift in values, peaking at 1.72, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a"
+        },
+        "2896": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2897": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2898": {
+            "Thought": "The sequence exhibits irregular fluctuations with no clear periodicity or trend, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain within a reasonable range for a time series from the domain of Twitter-Ticker_Symbol, suggesting no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits irregular fluctuations with no clear periodicity or trend, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain within a reasonable range for a time series from the domain of Twitter-Ticker_Symbol, suggesting no anomalies.\nActionID: 0"
+        },
+        "2899": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.27 and 0.51, and the drop to -0.57 and -1.11, which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.27 and 0.51, and the drop to -0.57 and -1.11, which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.\nActionID: 12"
+        },
+        "2900": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then stabilizes but later shows another sharp drop at index 115 (-0.22) and index 116 (-0",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then stabilizes but later shows another sharp drop at index 115 (-0.22) and index 116 (-0"
+        },
+        "2901": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.57, followed by a recovery. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.57, followed by a recovery. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "2902": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2903": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "2904": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "2905": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2906": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.92, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.92, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "2907": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 20, there is a sharp and nonlinear decline, followed by a recovery and subsequent fluctuations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 20, there is a sharp and nonlinear decline, followed by a recovery and subsequent fluctuations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2908": {
+            "Thought": "The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, after the peak, the sequence exhibits a sudden and sharp drop at index 23, followed by a recovery and stabilization. This sharp drop and recovery disrupt the normal pattern, indicating a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, after the peak, the sequence exhibits a sudden and sharp drop at index 23, followed by a recovery and stabilization. This sharp drop and recovery disrupt the normal pattern, indicating a sudden spike anomaly.\nActionID: 12"
+        },
+        "2909": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.96, 2.49, 2.96) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.96, 2.49, 2.96) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also"
+        },
+        "2910": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51, indicating a Sudden Spike Anomaly. Additionally, the segment from index 86 to 93 shows a significant upward drift, peaking at 2.52, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with exponential-like growth and decay, breaking the original linear or stable trend, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nAction",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51, indicating a Sudden Spike Anomaly. Additionally, the segment from index 86 to 93 shows a significant upward drift, peaking at 2.52, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with exponential-like growth and decay, breaking the original linear or stable trend, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nAction"
+        },
+        "2911": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 91 (0.28) and a sharp drop at index 92 (-0.48), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some recovery and stabilization afterward, but the sharp spike and drop are the most prominent anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 91 (0.28) and a sharp drop at index 92 (-0.48), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some recovery and stabilization afterward, but the sharp spike and drop are the most prominent anomalies.\nActionID: 12"
+        },
+        "2912": {
+            "Thought": "The value 3.211 at index 8 is a significant outlier compared to the surrounding values, which mostly range between 0.2 and 0.6. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 3.211 at index 8 is a significant outlier compared to the surrounding values, which mostly range between 0.2 and 0.6. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "2913": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 2252.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 2252.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2914": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.36, 1.52, 1.76, 2.02) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.36, 1.52, 1.76, 2.02) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "2915": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2916": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.66, 1.0, 1.32, 1.68, 1.96, 2.11), followed by a return to lower values, indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase in values (e",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.66, 1.0, 1.32, 1.68, 1.96, 2.11), followed by a return to lower values, indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase in values (e"
+        },
+        "2917": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.06, 0.12, 0.18, 0.24, 0.32, 0.42) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.06, 0.12, 0.18, 0.24, 0.32, 0.42) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+        },
+        "2918": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -6.7 to -5.7), followed by a sudden spike in values (e.g., from -5.7 to -3.8 and then to -2.8). Additionally, there are repeated values (e.g., -2.8 and -2.86) disrupting the normal fluctuation pattern. These characteristics suggest a combination of drift, sudden spikes, and repeated value anomalies. However, the most prominent anomaly is the sudden spike in values, which significantly deviates from the surrounding data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -6.7 to -5.7), followed by a sudden spike in values (e.g., from -5.7 to -3.8 and then to -2.8). Additionally, there are repeated values (e.g., -2.8 and -2.86) disrupting the normal fluctuation pattern. These characteristics suggest a combination of drift, sudden spikes, and repeated value anomalies. However, the most prominent anomaly is the sudden spike in values, which significantly deviates from the surrounding data.\nActionID: 12"
+        },
+        "2919": {
+            "Thought": "The sequence exhibits a sudden spike at index 4 (value 40.94) and index 5 (value 40.94), which are significantly higher than the surrounding values that generally range between 28 and 33. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 4 (value 40.94) and index 5 (value 40.94), which are significantly higher than the surrounding values that generally range between 28 and 33. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+        },
+        "2920": {
+            "Thought": "The time series exhibits a sudden and significant deviation in amplitude at index 11, where the value jumps to 0.58, followed by a sharp drop to -0.48 and -0.72. This abrupt spike and subsequent drop disrupt the normal fluctuation pattern, indicating a sudden and extreme anomaly. Such behavior is often observed in ECG data during irregular heartbeats or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at index 11, where the value jumps to 0.58, followed by a sharp drop to -0.48 and -0.72. This abrupt spike and subsequent drop disrupt the normal fluctuation pattern, indicating a sudden and extreme anomaly. Such behavior is often observed in ECG data during irregular heartbeats or artifacts.\nActionID: 12"
+        },
+        "2921": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 74 (-1.28) and index 75 (-1.41), which significantly deviates from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. Such behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 74 (-1.28) and index 75 (-1.41), which significantly deviates from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. Such behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2922": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "2923": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1288.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1288.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+        },
+        "2924": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "2925": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "2926": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.45 at index 27), abrupt drops (e.g., -0.24 at index 28), and a general lack of consistent pattern. These disruptions suggest a nonlinear and erratic behavior, deviating from any predictable trend or periodic pattern. The sequence does not follow a linear or stable rule, indicating a significant nonlinear change.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.45 at index 27), abrupt drops (e.g., -0.24 at index 28), and a general lack of consistent pattern. These disruptions suggest a nonlinear and erratic behavior, deviating from any predictable trend or periodic pattern. The sequence does not follow a linear or stable rule, indicating a significant nonlinear change.\nActionID: 14"
+        },
+        "2927": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.09) and a significant outlier (-0.51). This is followed by a recovery and a gradual upward drift, indicating a combination of sudden spikes, amplitude anomalies, and drift anomalies. The sharp drop and recovery are particularly indicative of sudden spikes and amplitude anomalies. Additionally, the overall pattern of the sequence changes significantly, suggesting a pattern change anomaly.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.09) and a significant outlier (-0.51). This is followed by a recovery and a gradual upward drift, indicating a combination of sudden spikes, amplitude anomalies, and drift anomalies. The sharp drop and recovery are particularly indicative of sudden spikes and amplitude anomalies. Additionally, the overall pattern of the sequence changes significantly, suggesting a pattern change anomaly.\nActionID: 7"
+        },
+        "2928": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear sporadically.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear sporadically.\nActionID: 8"
+        },
+        "2929": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline of zeros starting at index 16, disrupting the normal fluctuations. Afterward, the sequence resumes with irregular fluctuations and a sudden spike at index 39 (value 1.0). These patterns indicate a combination of drift, sudden flatline, and sudden spike anomalies. However, the most prominent anomaly is the sudden flatline, as it significantly disrupts the sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline of zeros starting at index 16, disrupting the normal fluctuations. Afterward, the sequence resumes with irregular fluctuations and a sudden spike at index 39 (value 1.0). These patterns indicate a combination of drift, sudden flatline, and sudden spike anomalies. However, the most prominent anomaly is the sudden flatline, as it significantly disrupts the sequence.\nActionID: 10"
+        },
+        "2930": {
+            "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.\nActionID: 4"
+        },
+        "2931": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests significant disruptions in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests significant disruptions in the ECG signal.\nActionID: 12"
+        },
+        "2932": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2933": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "2934": {
+            "Thought": "The value 50.2 at index 16 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 16 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "2935": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+        },
+        "2936": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "2937": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2938": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 47 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 50 and 56, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 47 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 50 and 56, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+        },
+        "2939": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2940": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "2941": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+        },
+        "2942": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2943": {
+            "Thought": "The sequence initially remains constant at -1.0 for a long duration, indicating a flatline. However, starting at index 56, the values abruptly shift to a new range (around 6.0 to 6.66), breaking the flatline and introducing a new pattern. This indicates a sudden and significant change in the statistical properties of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially remains constant at -1.0 for a long duration, indicating a flatline. However, starting at index 56, the values abruptly shift to a new range (around 6.0 to 6.66), breaking the flatline and introducing a new pattern. This indicates a sudden and significant change in the statistical properties of the sequence.\nActionID: 4"
+        },
+        "2944": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is critical in the healthcare domain. This indicates a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is critical in the healthcare domain. This indicates a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "2945": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 17, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 17, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2946": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This behavior is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "2947": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 98 (value 0.53) and a sharp drop at index 99 (value -0.48), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 98 (value 0.53) and a sharp drop at index 99 (value -0.48), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.\nActionID: 12"
+        },
+        "2948": {
+            "Thought": "The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, after the peak, the sequence exhibits a nonlinear pattern with fluctuations and irregularities, deviating from the original linear or smooth trend. This indicates a significant change in the behavior of the system, likely due to a nonlinear process.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, after the peak, the sequence exhibits a nonlinear pattern with fluctuations and irregularities, deviating from the original linear or smooth trend. This indicates a significant change in the behavior of the system, likely due to a nonlinear process.\nActionID: 14"
+        },
+        "2949": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2950": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 13. This abrupt transition disrupts the flatline pattern and introduces a new trend of negative values, indicating a significant change in the statistical properties of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 13. This abrupt transition disrupts the flatline pattern and introduces a new trend of negative values, indicating a significant change in the statistical properties of the sequence.\nActionID: 4"
+        },
+        "2951": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2952": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 91 (value 0.53) and a sharp drop at index 92 (value -0.48), followed by a significant drop to -1.08 at index 93. These abrupt changes disrupt the normal pattern of the sequence, indicating a sudden spike and drop anomaly. This type of anomaly is often observed in ECG data due to irregular heartbeats or electrical disturbances.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 91 (value 0.53) and a sharp drop at index 92 (value -0.48), followed by a significant drop to -1.08 at index 93. These abrupt changes disrupt the normal pattern of the sequence, indicating a sudden spike and drop anomaly. This type of anomaly is often observed in ECG data due to irregular heartbeats or electrical disturbances.\nActionID: 12"
+        },
+        "2953": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.18), indicating sudden spikes and drops. Later, starting around index 68, there is a significant upward drift in values, peaking at index 73 (2.51), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern also shows nonlinear growth and decay, deviating from a linear trend. Given the healthcare-ECG",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.18), indicating sudden spikes and drops. Later, starting around index 68, there is a significant upward drift in values, peaking at index 73 (2.51), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern also shows nonlinear growth and decay, deviating from a linear trend. Given the healthcare-ECG"
+        },
+        "2954": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "2955": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 24 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear pattern with fluctuations and irregularities, deviating from the original trend. The presence of these anomalies suggests a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 24.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 24 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear pattern with fluctuations and irregularities, deviating from the original trend. The presence of these anomalies suggests a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 24.\nActionID: 12"
+        },
+        "2956": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, which could indicate a normal fluctuation. However, starting around index 40, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, which could indicate a normal fluctuation. However, starting around index 40, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.\nActionID: 10"
+        },
+        "2957": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.02, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.02, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "2958": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Non"
+        },
+        "2959": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (3968.34) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (3968.34) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "2960": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1395.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1395.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "2961": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2962": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "2963": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2964": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "2965": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "2966": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "2967": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.2, 1.56, 1.92, 2.11, 2.48) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.2, 1.56, 1.92, 2.11, 2.48) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -"
+        },
+        "2968": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.7, 2.92, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.7, 2.92, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "2969": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 16, there is a sudden and significant drop to 27.0, followed by a sharp decline to 23.0 and then a further drop to 19.0. This abrupt change in the statistical properties, including the mean and variance, indicates a clear disruption in the sequence. After this drop, the sequence gradually recovers and stabilizes at a lower range (approximately 27-30). This behavior suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 16, there is a sudden and significant drop to 27.0, followed by a sharp decline to 23.0 and then a further drop to 19.0. This abrupt change in the statistical properties, including the mean and variance, indicates a clear disruption in the sequence. After this drop, the sequence gradually recovers and stabilizes at a lower range (approximately 27-30). This behavior suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "2970": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "2971": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2972": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 11, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2973": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme spike (0.52) followed by a sharp drop (-0.42, -0.58), which further supports the presence of Sudden Spike Anomalies. The sequence then stabilizes but later shows another significant spike (0.22, 0",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme spike (0.52) followed by a sharp drop (-0.42, -0.58), which further supports the presence of Sudden Spike Anomalies. The sequence then stabilizes but later shows another significant spike (0.22, 0"
+        },
+        "2974": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "2975": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 8 (0.28) and index 9 (0.46), followed by a sharp drop at index 10 (-0.38) and index 11 (-1.38), indicating a sudden spike anomaly. Additionally, the segment from index 8 to 11 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Furthermore, the overall pattern of the sequence changes significantly, with nonlinear fluctuations and irregularities, particularly in the later part of the sequence, indicating a nonlinear pattern anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 8 (0.28) and index 9 (0.46), followed by a sharp drop at index 10 (-0.38) and index 11 (-1.38), indicating a sudden spike anomaly. Additionally, the segment from index 8 to 11 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Furthermore, the overall pattern of the sequence changes significantly, with nonlinear fluctuations and irregularities, particularly in the later part of the sequence, indicating a nonlinear pattern anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular"
+        },
+        "2976": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 38, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 38, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "2977": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "2978": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 44.0, followed by a sharp decline and stabilization at a lower range (around 30-33). This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 44.0, followed by a sharp decline and stabilization at a lower range (around 30-33). This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a change point anomaly.\nActionID: 4"
+        },
+        "2979": {
+            "Thought": "The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "2980": {
+            "Thought": "The time series exhibits a gradual drift in values, particularly noticeable in the latter part of the sequence, where the values increase steadily and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual drift in values, particularly noticeable in the latter part of the sequence, where the values increase steadily and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "2981": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "2982": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 14 (-1.18) and index 15 (-1.48), which significantly deviate from the surrounding values. This is followed by a recovery to normal levels. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 14 (-1.18) and index 15 (-1.48), which significantly deviate from the surrounding values. This is followed by a recovery to normal levels. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "2983": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61), followed by a sharp drop to -0.48 and -0.68, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61), followed by a sharp drop to -0.48 and -0.68, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern"
+        },
+        "2984": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.14, -1.4, -0.9, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.14, -1.4, -0.9, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "2985": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 43. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 43 to 49 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 43. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 43 to 49 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike"
+        },
+        "2986": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2987": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2988": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "2989": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "2990": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2991": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.24, 0.46, -0.58, -1.5), followed by a recovery to a more stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.22), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the most",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.24, 0.46, -0.58, -1.5), followed by a recovery to a more stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.22), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the most"
+        },
+        "2992": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the peaks and troughs, particularly around indices 10-15 and 40-45. These disruptions suggest a deviation from the expected periodic behavior, indicating a periodic change anomaly.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the peaks and troughs, particularly around indices 10-15 and 40-45. These disruptions suggest a deviation from the expected periodic behavior, indicating a periodic change anomaly.\nActionID: 2"
+        },
+        "2993": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "2994": {
+            "Thought": "The sequence exhibits a sudden flatline of repeated values (1.36) from index 52 to 55, disrupting the normal fluctuations of the time series. This is followed by a return to the normal range, indicating an anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline of repeated values (1.36) from index 52 to 55, disrupting the normal fluctuations of the time series. This is followed by a return to the normal range, indicating an anomaly.\nActionID: 10"
+        },
+        "2995": {
+            "Thought": "The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a significant downward shift starting at index 16, where the values stabilize around a lower range (approximately 110-120). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a significant downward shift starting at index 16, where the values stabilize around a lower range (approximately 110-120). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "2996": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.38, 1.96, 2.46) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.38, 1.96, 2.46) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru"
+        },
+        "2997": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.68,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.68,"
+        },
+        "2998": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "2999": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+        },
+        "3000": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around index 16 to 20, where the values stabilize near zero with minimal fluctuations. Afterward, there is a sudden spike at index 92 (value 0.22) and a subsequent extreme drop at index 93 (value -1.28), followed by a recovery. This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which significantly deviates from the surrounding pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around index 16 to 20, where the values stabilize near zero with minimal fluctuations. Afterward, there is a sudden spike at index 92 (value 0.22) and a subsequent extreme drop at index 93 (value -1.28), followed by a recovery. This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which significantly deviates from the surrounding pattern.\nActionID: 12"
+        },
+        "3001": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "3002": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.3, 12.28, 12.26) amidst a majority of zeros, indicating occasional anomalous patterns in an otherwise flat sequence. These isolated spikes disrupt the normal behavior of the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.3, 12.28, 12.26) amidst a majority of zeros, indicating occasional anomalous patterns in an otherwise flat sequence. These isolated spikes disrupt the normal behavior of the time series.\nActionID: 8"
+        },
+        "3003": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 6.9 and eventually stabilizing near 5.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 6.9 and eventually stabilizing near 5.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "3004": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3005": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 93 to 96, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 93 to 96, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3006": {
+            "Thought": "The sequence exhibits a sudden and significant deviation at index 3, where the value jumps to 100.0, which is drastically different from the surrounding negative values. This isolated spike disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant deviation at index 3, where the value jumps to 100.0, which is drastically different from the surrounding negative values. This isolated spike disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "3007": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3008": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.42, 2.98) starting around index 116, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.42, 2.98) starting around index 116, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These"
+        },
+        "3009": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.\nActionID: 0"
+        },
+        "3010": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3011": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3012": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "3013": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "3014": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3015": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42, 0.51) after the spike, deviating from the original trend, which suggests a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42, 0.51) after the spike, deviating from the original trend, which suggests a Non"
+        },
+        "3016": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-0.72, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence later transitions into a gradual upward",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-0.72, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence later transitions into a gradual upward"
+        },
+        "3017": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "3018": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0. However, starting at index 33, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (around 3.5). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0. However, starting at index 33, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (around 3.5). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3019": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "3020": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 10.0), which disrupts the sequence. Afterward, the sequence stabilizes but shows irregular fluctuations, including a sudden spike at index 39 (value 10.0) and a nonlinear growth pattern toward the end of the sequence. These characteristics suggest a combination of drift, sudden spikes, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 23.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 10.0), which disrupts the sequence. Afterward, the sequence stabilizes but shows irregular fluctuations, including a sudden spike at index 39 (value 10.0) and a nonlinear growth pattern toward the end of the sequence. These characteristics suggest a combination of drift, sudden spikes, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 23.\nActionID: 12"
+        },
+        "3021": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.62, -1.72, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.62 to -1.51. These patterns suggest a combination of sudden spikes and continuous segment anomalies, which are common in ECG data when abnormal heart activity occurs.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.62, -1.72, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.62 to -1.51. These patterns suggest a combination of sudden spikes and continuous segment anomalies, which are common in ECG data when abnormal heart activity occurs.\nActionID: 12"
+        },
+        "3022": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 43.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 43.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "3023": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.64), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.76, 1.0, 1.26, 1.44, 1.68), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.64), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.76, 1.0, 1.26, 1.44, 1.68), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad"
+        },
+        "3024": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3025": {
+            "Thought": "The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "3026": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then gradually recovers and stabilizes, but the earlier disruptions are the most prominent anomalies.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then gradually recovers and stabilizes, but the earlier disruptions are the most prominent anomalies.\nActionID: 1"
+        },
+        "3027": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, periodic disruption, trend change, or other specific anomaly types. The sequence appears to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, it does not exhibit any abnormal behavior.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, periodic disruption, trend change, or other specific anomaly types. The sequence appears to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, it does not exhibit any abnormal behavior.\nActionID: 0"
+        },
+        "3028": {
+            "Thought": "The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The sequence appears to follow a consistent trend with minor variations, which are typical for sensor data in an environmental domain. There is no clear evidence of anomalies such as spikes, flatlines, or distributional changes.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The sequence appears to follow a consistent trend with minor variations, which are typical for sensor data in an environmental domain. There is no clear evidence of anomalies such as spikes, flatlines, or distributional changes.\nActionID: 0"
+        },
+        "3029": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 13 (-1.18) and index 14 (-1.48), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 13 (-1.18) and index 14 (-1.48), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3030": {
+            "Thought": "The value 50.0 at index 10 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.0 at index 10 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "3031": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 91 (value 0.28) and index 92 (value 0.46), followed by a sharp drop to -1.21 at index 93 and -1.41 at index 94. These extreme deviations disrupt the normal pattern of the sequence. Additionally, the sequence shows a nonlinear recovery and stabilization afterward, deviating from the original trend. This combination of sudden spikes and nonlinear changes suggests a complex anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 91 (value 0.28) and index 92 (value 0.46), followed by a sharp drop to -1.21 at index 93 and -1.41 at index 94. These extreme deviations disrupt the normal pattern of the sequence. Additionally, the sequence shows a nonlinear recovery and stabilization afterward, deviating from the original trend. This combination of sudden spikes and nonlinear changes suggests a complex anomaly.\nActionID: 14"
+        },
+        "3032": {
+            "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.\nActionID: 0"
+        },
+        "3033": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "3034": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the"
+        },
+        "3035": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3036": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3037": {
+            "Thought": "The sequence initially exhibits normal fluctuations, but starting at index 16, it transitions into a flatline of zeros, losing all normal fluctuations and variability. This abrupt change indicates a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits normal fluctuations, but starting at index 16, it transitions into a flatline of zeros, losing all normal fluctuations and variability. This abrupt change indicates a sudden flatline anomaly.\nActionID: 10"
+        },
+        "3038": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a sudden and sharp drop starting at index 16, where the values decrease significantly and remain at a lower level for a period. This indicates a sudden change in the long-term trend of the sequence. After this drop, the sequence resumes a fluctuating pattern but with a different statistical behavior, suggesting a disruption in the overall trajectory. This is characteristic of a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden and sharp drop starting at index 16, where the values decrease significantly and remain at a lower level for a period. This indicates a sudden change in the long-term trend of the sequence. After this drop, the sequence resumes a fluctuating pattern but with a different statistical behavior, suggesting a disruption in the overall trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+        },
+        "3039": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease, then show a sharp drop around index 10, followed by a recovery and another sharp drop around index 20. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease, then show a sharp drop around index 10, followed by a recovery and another sharp drop around index 20. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3040": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the normal level is a clear anomaly. This behavior is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the normal level is a clear anomaly. This behavior is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "3041": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 27, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 27, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.\nActionID: 4"
+        },
+        "3042": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear pattern with irregular fluctuations, including a sharp drop at index 49 (value -1.25) and subsequent recovery. These disruptions indicate a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 33.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear pattern with irregular fluctuations, including a sharp drop at index 49 (value -1.25) and subsequent recovery. These disruptions indicate a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 33.\nActionID: 12"
+        },
+        "3043": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "3044": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3045": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "3046": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.\nActionID: 11"
+        },
+        "3047": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3048": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3049": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual decline in values over time. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend and vice versa. This indicates a disruption in the original periodic behavior.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual decline in values over time. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend and vice versa. This indicates a disruption in the original periodic behavior.\nActionID: 2"
+        },
+        "3050": {
+            "Thought": "The sequence exhibits intermittent repeated values of -1.0 and 0.0, disrupting the normal fluctuation pattern. These repeated values appear at irregular intervals, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values of -1.0 and 0.0, disrupting the normal fluctuation pattern. These repeated values appear at irregular intervals, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "3051": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a sharp increase starting at index 10, peaking at index 13, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a sharp increase starting at index 10, peaking at index 13, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the time series.\nActionID: 3"
+        },
+        "3052": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Non"
+        },
+        "3053": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3054": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3055": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "3056": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This gradual increase continues, with the sequence deviating from the earlier stable range and showing a consistent upward trend. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This gradual increase continues, with the sequence deviating from the earlier stable range and showing a consistent upward trend. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3057": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.54, -1.7, -1.1, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.54, -1.7, -1.1, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3058": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 59 (-1.38) and index 60 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 59 (-1.38) and index 60 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3059": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a sharp recovery, which is indicative of a Sudden Spike Anomaly. Additionally, starting from index 80, there is a significant upward drift in values, peaking at 2.56, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 80-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a sharp recovery, which is indicative of a Sudden Spike Anomaly. Additionally, starting from index 80, there is a significant upward drift in values, peaking at 2.56, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 80-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "3060": {
+            "Thought": "The time series initially shows a gradual upward trend, peaking around index 16, followed by a sharp decline and subsequent fluctuations. This indicates a significant change in the long-term trend of the sequence, with a sudden drop and subsequent recovery. The overall behavior suggests a disruption in the system's normal trend.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, peaking around index 16, followed by a sharp decline and subsequent fluctuations. This indicates a significant change in the long-term trend of the sequence, with a sudden drop and subsequent recovery. The overall behavior suggests a disruption in the system's normal trend.\nActionID: 3"
+        },
+        "3061": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "3062": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 83, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 83, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "3063": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.01, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.06), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.01, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.06), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "3064": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, with no return to the initial range, suggesting a gradual drift in the system's behavior.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, with no return to the initial range, suggesting a gradual drift in the system's behavior.\nActionID: 11"
+        },
+        "3065": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "3066": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 48 to 60), which suggests a Drift Anomaly. Toward the end, there is another sharp drop (e.g., -0.48, -0.62) followed by a recovery, indicating another Sudden S",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 48 to 60), which suggests a Drift Anomaly. Toward the end, there is another sharp drop (e.g., -0.48, -0.62) followed by a recovery, indicating another Sudden S"
+        },
+        "3067": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.44), which disrupt the normal pattern. These abrupt changes are characteristic of sudden spikes or drops in the data. Additionally, the sequence exhibits irregular fluctuations afterward, but the most prominent anomaly is the sudden spike and drop.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.44), which disrupt the normal pattern. These abrupt changes are characteristic of sudden spikes or drops in the data. Additionally, the sequence exhibits irregular fluctuations afterward, but the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+        },
+        "3068": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 2298.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 2298.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3069": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "3070": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 39, there is a sudden spike to 0.2, followed by a significant drop to 0.06 and 0.07, indicating a potential Sudden Spike Anomaly. Additionally, at index 51, there is an extreme spike to 0.56, followed by a sharp drop to 0.06 and 0.07, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 39, there is a sudden spike to 0.2, followed by a significant drop to 0.06 and 0.07, indicating a potential Sudden Spike Anomaly. Additionally, at index 51, there is an extreme spike to 0.56, followed by a sharp drop to 0.06 and 0.07, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies.\nActionID: 12"
+        },
+        "3071": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "3072": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "3073": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3074": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 3.06, 3.61) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 3.06, 3.61) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "3075": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.51 to -0.74), followed by a recovery to a stable pattern. Later, there is another significant spike and drop (e.g., 0.28 to 0.78 to 1.38 to 1.64 to 1.84 to 2.02 to 2.11 to 2.28 to 2.36 to 2.46 to 2.56 to 2.64 to 2.72 to 2.8), which disrupts",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.51 to -0.74), followed by a recovery to a stable pattern. Later, there is another significant spike and drop (e.g., 0.28 to 0.78 to 1.38 to 1.64 to 1.84 to 2.02 to 2.11 to 2.28 to 2.36 to 2.46 to 2.56 to 2.64 to 2.72 to 2.8), which disrupts"
+        },
+        "3076": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 27, reaching a peak at index 31. This is followed by a rapid decline and stabilization into a new pattern with higher values. The sharp increase and subsequent stabilization indicate a significant disruption in the long-term trend of the sequence. This behavior is characteristic of a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 27, reaching a peak at index 31. This is followed by a rapid decline and stabilization into a new pattern with higher values. The sharp increase and subsequent stabilization indicate a significant disruption in the long-term trend of the sequence. This behavior is characteristic of a Trend Change Anomaly.\nActionID: 3"
+        },
+        "3077": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+        },
+        "3078": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 11 (value 1020.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11 (value 1020.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3079": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "3080": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 41, there is a sudden flatline of zeros, disrupting the normal fluctuations. Following this, at index 51, there is a significant outlier (-1.0) that deviates drastically from the surrounding values. This is followed by a recovery to normal values, but the sequence then exhibits a gradual downward drift, indicating a long-term deviation from the original level. The combination of these anomalies suggests a complex disruption in the time series.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 41, there is a sudden flatline of zeros, disrupting the normal fluctuations. Following this, at index 51, there is a significant outlier (-1.0) that deviates drastically from the surrounding values. This is followed by a recovery to normal values, but the sequence then exhibits a gradual downward drift, indicating a long-term deviation from the original level. The combination of these anomalies suggests a complex disruption in the time series.\nActionID: 11"
+        },
+        "3081": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 87, where the value drops sharply to -1.11 and then further to -1.41, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no consistent long-term trend or pattern disruption, and the anomaly is isolated to this specific point.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 87, where the value drops sharply to -1.11 and then further to -1.41, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no consistent long-term trend or pattern disruption, and the anomaly is isolated to this specific point.\nActionID: 12"
+        },
+        "3082": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.59, 3.08) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.59, 3.08) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "3083": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "3084": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a further drop to -1.56, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.06, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic fluctuations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a further drop to -1.56, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.06, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic fluctuations.\nActionID: 12"
+        },
+        "3085": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 87 (0.28) and the sharp drop at index 88 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 87 (0.28) and the sharp drop at index 88 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "3086": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3087": {
+            "Thought": "The time series exhibits multiple irregularities. At index 13, there is a sudden spike (0.226) that deviates significantly from the surrounding values. Additionally, at index 19, there is another spike (0.406) followed by a sharp drop to 0.062 and 0.032, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of temporary disruptions in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities. At index 13, there is a sudden spike (0.226) that deviates significantly from the surrounding values. Additionally, at index 19, there is another spike (0.406) followed by a sharp drop to 0.062 and 0.032, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of temporary disruptions in the sequence.\nActionID: 12"
+        },
+        "3088": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "3089": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "3090": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3091": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3092": {
+            "Thought": "The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., around 0.2 to 0.25) to a sudden increase (e.g., 0.26, 0.27, 0.28) and then back to a lower range (e.g., 0.22, 0.23). These disruptions indicate a periodic change in the amplitude and pattern of the sequence.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., around 0.2 to 0.25) to a sudden increase (e.g., 0.26, 0.27, 0.28) and then back to a lower range (e.g., 0.22, 0.23). These disruptions indicate a periodic change in the amplitude and pattern of the sequence.\nActionID: 2"
+        },
+        "3093": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 30, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 30, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.\nActionID: 4"
+        },
+        "3094": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.\nActionID: 1"
+        },
+        "3095": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3096": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a higher level. However, starting from around index 40, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier trend. This indicates a gradual drift away from the normal level.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a higher level. However, starting from around index 40, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier trend. This indicates a gradual drift away from the normal level.\nActionID: 11"
+        },
+        "3097": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "3098": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+        },
+        "3099": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3100": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 24 (value 1355.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 24 (value 1355.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3101": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 1.71) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 1.71) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the"
+        },
+        "3102": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26 (-1237.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26 (-1237.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3103": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "3104": {
+            "Thought": "The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 3.0-3.5) to much higher values (e.g., 5.5, 6.0, 6.5, 7.0). This disrupts the normal fluctuation pattern and indicates a temporary anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 3.0-3.5) to much higher values (e.g., 5.5, 6.0, 6.5, 7.0). This disrupts the normal fluctuation pattern and indicates a temporary anomaly.\nActionID: 12"
+        },
+        "3105": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+        },
+        "3106": {
+            "Thought": "The sequence exhibits a sudden spike at index 29 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 29 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.\nActionID: 12"
+        },
+        "3107": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "3108": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38) and index 9 (-0.58), indicating a sudden spike anomaly. Later, starting around index 72, there is a significant upward drift in values, peaking at index 76 (2.01), followed by a gradual decline. This suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 72 to 76, deviating from the original linear or stable trend. These combined behaviors indicate",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38) and index 9 (-0.58), indicating a sudden spike anomaly. Later, starting around index 72, there is a significant upward drift in values, peaking at index 76 (2.01), followed by a gradual decline. This suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 72 to 76, deviating from the original linear or stable trend. These combined behaviors indicate"
+        },
+        "3109": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3110": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 51, there is a significant spike (0.72) followed by a sharp drop (-0.78 and -1.21), which disrupts the normal pattern. Additionally, the sequence later shows a nonlinear growth pattern (e.g., from index 100 onward, where values increase exponentially). These characteristics indicate a combination of sudden spikes, nonlinear growth, and potential distributional changes.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 51, there is a significant spike (0.72) followed by a sharp drop (-0.78 and -1.21), which disrupts the normal pattern. Additionally, the sequence later shows a nonlinear growth pattern (e.g., from index 100 onward, where values increase exponentially). These characteristics indicate a combination of sudden spikes, nonlinear growth, and potential distributional changes.\nActionID: 14"
+        },
+        "3111": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3112": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3113": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "3114": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 16, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (around 2.0). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 16, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (around 2.0). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+        },
+        "3115": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "3116": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.31), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.81) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.31), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.81) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+        },
+        "3117": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3118": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "3119": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a fluctuating pattern with irregular oscillations, and finally, there is a sharp upward trend starting around index 40, followed by a peak and subsequent decline. This behavior indicates a nonlinear pattern breaking the original trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a fluctuating pattern with irregular oscillations, and finally, there is a sharp upward trend starting around index 40, followed by a peak and subsequent decline. This behavior indicates a nonlinear pattern breaking the original trend.\nActionID: 14"
+        },
+        "3120": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 1.3 to 1.5 to much higher values (e.g., 1.76, 1.86, 1.96, 2.0). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 1.3 to 1.5 to much higher values (e.g., 1.76, 1.86, 1.96, 2.0). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.\nActionID: 4"
+        },
+        "3121": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp drop at index 31 (from -122.3 to -139.3), which significantly deviates from the surrounding values. This is followed by a recovery and stabilization, but the sharp drop at index 31 is a clear anomaly. This behavior indicates a sudden spike or drop in the data, characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp drop at index 31 (from -122.3 to -139.3), which significantly deviates from the surrounding values. This is followed by a recovery and stabilization, but the sharp drop at index 31 is a clear anomaly. This behavior indicates a sudden spike or drop in the data, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3122": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 1.0 at index 37 and 1.0 at index 56), abrupt drops (e.g., -0.2 at index 38 and -0.2 at index 57), and a general lack of consistent pattern. These disruptions suggest a combination of anomalies, but the most prominent feature is the presence of sudden spikes and drops that return to normal ranges. This behavior is characteristic of Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 1.0 at index 37 and 1.0 at index 56), abrupt drops (e.g., -0.2 at index 38 and -0.2 at index 57), and a general lack of consistent pattern. These disruptions suggest a combination of anomalies, but the most prominent feature is the presence of sudden spikes and drops that return to normal ranges. This behavior is characteristic of Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3123": {
+            "Thought": "The time series exhibits a nonlinear pattern with fluctuations that deviate from a consistent trend. The sequence shows irregular changes in amplitude and direction, with no clear linear or periodic behavior. For example, there are segments where the values rise and fall in a nonlinear manner, such as the transition from -0.24 to 0.14 and then to 0.36, followed by a drop to -0.24. This indicates a significant deviation from a linear or predictable pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with fluctuations that deviate from a consistent trend. The sequence shows irregular changes in amplitude and direction, with no clear linear or periodic behavior. For example, there are segments where the values rise and fall in a nonlinear manner, such as the transition from -0.24 to 0.14 and then to 0.36, followed by a drop to -0.24. This indicates a significant deviation from a linear or predictable pattern.\nActionID: 14"
+        },
+        "3124": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "3125": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.48, 2.68) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.48, 2.68) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anom"
+        },
+        "3126": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 68, where the value spikes to 0.78 and then drops sharply to -0.98 and -1.43 before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before returning to normal. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 68, where the value spikes to 0.78 and then drops sharply to -0.98 and -1.43 before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before returning to normal. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+        },
+        "3127": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 19 (0.28) and index 20 (0.46), followed by a sharp drop at index 21 (-0.38) and index 22 (-0.68), indicating sudden spikes and drops. Additionally, there is a significant nonlinear pattern starting around index 87, where the values increase rapidly to a peak (e.g., 1.36 at index 91) and then decrease, deviating from the original trend. This suggests a combination of sudden spikes and nonlinear pattern anomalies.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 19 (0.28) and index 20 (0.46), followed by a sharp drop at index 21 (-0.38) and index 22 (-0.68), indicating sudden spikes and drops. Additionally, there is a significant nonlinear pattern starting around index 87, where the values increase rapidly to a peak (e.g., 1.36 at index 91) and then decrease, deviating from the original trend. This suggests a combination of sudden spikes and nonlinear pattern anomalies.\nActionID: 14"
+        },
+        "3128": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 33-36, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.2, -0.92, -0.87) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no consistent long-term trend or pattern disruption beyond this localized event.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 33-36, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.2, -0.92, -0.87) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no consistent long-term trend or pattern disruption beyond this localized event.\nActionID: 12"
+        },
+        "3129": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme deviation with a spike (0.26, 0.61) followed by a sharp drop (-0.49, -1.58). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme deviation with a spike (0.26, 0.61) followed by a sharp drop (-0.49, -1.58). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "3130": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 84, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 84, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "3131": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0",
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0",
+            "ParseError": "unrecognized_action_id"
+        },
+        "3132": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3133": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 30 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual decline. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent deviation from the original trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 30 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual decline. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent deviation from the original trend.\nActionID: 14"
+        },
+        "3134": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.236 at index 27) and abrupt drops (e.g., 0.092 at index 13 and 0.066 at index 28). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.236 at index 27) and abrupt drops (e.g., 0.092 at index 13 and 0.066 at index 28). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.\nActionID: 12"
+        },
+        "3135": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "3136": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.28, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.34, 1.78, 2.08, 2.36) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.28, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.34, 1.78, 2.08, 2.36) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+        },
+        "3137": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3138": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.06 to 0.08), but starting at index 26, there is a sudden increase in values, peaking at 0.14. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.06 to 0.08), but starting at index 26, there is a sudden increase in values, peaking at 0.14. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3139": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.34, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.34, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+        },
+        "3140": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12188.0) from index 23 to 25, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12188.0) from index 23 to 25, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "3141": {
+            "Thought": "The time series initially fluctuates around a higher range (approximately 120-130) but then exhibits a significant downward shift starting at index 10, where the values stabilize around a lower range (approximately 100-110). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 120-130) but then exhibits a significant downward shift starting at index 10, where the values stabilize around a lower range (approximately 100-110). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "3142": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 56-60, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, where the values deviate from the original trend and exhibit exponential-like growth and decay, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 56-60, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, where the values deviate from the original trend and exhibit exponential-like growth and decay, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "3143": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.14, -0.34, -0.36). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.14, -0.34, -0.36). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "3144": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.66 to 2.81), followed by a gradual decline and drift. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth and subsequent decline, which disrupts the original pattern.\nAction",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.66 to 2.81), followed by a gradual decline and drift. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth and subsequent decline, which disrupts the original pattern.\nAction"
+        },
+        "3145": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "3146": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31, indicating a Sudden Spike Anomaly. Additionally, the segment from index 12 to 16 shows a Continuous Segment Anomaly as the values deviate significantly from the surrounding pattern. Furthermore, the segment from index 86 to 93 shows a nonlinear increase in values, indicating a Nonlinear Pattern Anomaly. These anomalies disrupt the normal ECG pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31, indicating a Sudden Spike Anomaly. Additionally, the segment from index 12 to 16 shows a Continuous Segment Anomaly as the values deviate significantly from the surrounding pattern. Furthermore, the segment from index 86 to 93 shows a nonlinear increase in values, indicating a Nonlinear Pattern Anomaly. These anomalies disrupt the normal ECG pattern.\nActionID: 12"
+        },
+        "3147": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and significant drop in values, followed by a recovery, which could indicate a Sudden Spike Anomaly. Additionally, starting from index 72, there is a sharp upward trend leading to a peak at index 77, followed by a gradual decline, which suggests a Trend Change Anomaly. The sequence also shows irregular fluctuations in amplitude and patterns, which could indicate a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or other cardiac events.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and significant drop in values, followed by a recovery, which could indicate a Sudden Spike Anomaly. Additionally, starting from index 72, there is a sharp upward trend leading to a peak at index 77, followed by a gradual decline, which suggests a Trend Change Anomaly. The sequence also shows irregular fluctuations in amplitude and patterns, which could indicate a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or other cardiac events.\nActionID: 7"
+        },
+        "3148": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden drops (e.g., from 6.2 to 5.86 and from 6.2 to 5.6), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the expected pattern and suggest a significant anomaly in the sequence. The irregularities are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden drops (e.g., from 6.2 to 5.86 and from 6.2 to 5.6), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the expected pattern and suggest a significant anomaly in the sequence. The irregularities are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.\nActionID: 13"
+        },
+        "3149": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.08, 1.38, 1.58, 1.7",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.08, 1.38, 1.58, 1.7"
+        },
+        "3150": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 27 and 0.23 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 27 and 0.23 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+        },
+        "3151": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 13 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 13 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3152": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 90, there is a sudden and extreme drop to -0.99, followed by a sharp recovery and subsequent irregular fluctuations. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 100 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 90, there is a sudden and extreme drop to -0.99, followed by a sharp recovery and subsequent irregular fluctuations. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 100 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "3153": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "3154": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3155": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3156": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (0.216) and index 12 (0.181), deviating sharply from the surrounding values, which are generally in the range of 0.24 to 0.27. This indicates a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (0.216) and index 12 (0.181), deviating sharply from the surrounding values, which are generally in the range of 0.24 to 0.27. This indicates a sudden spike anomaly.\nActionID: 12"
+        },
+        "3157": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "3158": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -1252.45 to -1411.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -1252.45 to -1411.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "3159": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "3160": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 85 (1.02) and peaking at index 88 (2.11), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 85 (1.02) and peaking at index 88 (2.11), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non"
+        },
+        "3161": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3162": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "3163": {
+            "Thought": "The sequence exhibits a sudden flatline at index 53 with a value of 0.0, which is an abrupt deviation from the surrounding values that range between approximately 6.8 and 7.8. This flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 53 with a value of 0.0, which is an abrupt deviation from the surrounding values that range between approximately 6.8 and 7.8. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "3164": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3165": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.78, -1.04). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.78, -1.04). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally"
+        },
+        "3166": {
+            "Thought": "The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 5.0 at index 10) and irregular fluctuations (e.g., 3.0 at index 16 and 2.0 at index 20), which deviate from the overall pattern of the time series. These anomalies appear intermittently without forming a consistent trend or pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 5.0 at index 10) and irregular fluctuations (e.g., 3.0 at index 16 and 2.0 at index 20), which deviate from the overall pattern of the time series. These anomalies appear intermittently without forming a consistent trend or pattern.\nActionID: 8"
+        },
+        "3167": {
+            "Thought": "The time series exhibits multiple patterns of anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 0.24) and a sharp increase at index 30 (value 0.4). This is followed by a nonlinear growth pattern starting at index 31, where the values increase exponentially, peaking at index 34 (value 0.96). Afterward, the sequence transitions into a fluctuating pattern with a gradual downward drift. The combination of these behaviors suggests a nonlinear pattern anomaly, as the sequence deviates significantly from a linear or consistent trend.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple patterns of anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 0.24) and a sharp increase at index 30 (value 0.4). This is followed by a nonlinear growth pattern starting at index 31, where the values increase exponentially, peaking at index 34 (value 0.96). Afterward, the sequence transitions into a fluctuating pattern with a gradual downward drift. The combination of these behaviors suggests a nonlinear pattern anomaly, as the sequence deviates significantly from a linear or consistent trend.\nActionID: 1"
+        },
+        "3168": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.\nActionID: 0"
+        },
+        "3169": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "3170": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 130-140. However, starting at index 27, there is a noticeable upward shift in the values, with a new range forming around 150-160. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 130-140. However, starting at index 27, there is a noticeable upward shift in the values, with a new range forming around 150-160. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "3171": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around index 16 to 20, where the values stabilize near zero with minimal fluctuations. Afterward, there is a sudden spike at index 87 (value 0.22) and a subsequent extreme drop at index 88 (value -1.38), followed by a recovery. This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which significantly deviates from the expected pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around index 16 to 20, where the values stabilize near zero with minimal fluctuations. Afterward, there is a sudden spike at index 87 (value 0.22) and a subsequent extreme drop at index 88 (value -1.38), followed by a recovery. This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which significantly deviates from the expected pattern.\nActionID: 12"
+        },
+        "3172": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "3173": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 70, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.42). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 70, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.42). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "3174": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3175": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3176": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3177": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 33, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 33, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3178": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+        },
+        "3179": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3180": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "3181": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, decline, and recovery, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, decline, and recovery, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3182": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "3183": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "3184": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop around index 16, where the values decrease significantly and stabilize at a lower range. This indicates a change in the statistical properties, such as the mean and variance, of the sequence. Afterward, the sequence resumes a fluctuating pattern but with a different range and behavior. This abrupt shift in the statistical properties suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop around index 16, where the values decrease significantly and stabilize at a lower range. This indicates a change in the statistical properties, such as the mean and variance, of the sequence. Afterward, the sequence resumes a fluctuating pattern but with a different range and behavior. This abrupt shift in the statistical properties suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "3185": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3186": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.51, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.51, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3187": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3188": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3189": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.9), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.94, 1.9, 2.69, 3.21, 3.61) and subsequent nonlinear fluctuations, deviating from the original pattern. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the non",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.9), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.94, 1.9, 2.69, 3.21, 3.61) and subsequent nonlinear fluctuations, deviating from the original pattern. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the non"
+        },
+        "3190": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 86, there is a significant upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 86, there is a significant upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.\nActionID: 12"
+        },
+        "3191": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3192": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "3193": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35, but starting at index 13, there is a sudden and significant increase in values, peaking at 50.25. This is followed by a return to the original range, but with some irregular fluctuations. The abrupt spike at index 13 and subsequent return to normal levels indicate a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35, but starting at index 13, there is a sudden and significant increase in values, peaking at 50.25. This is followed by a return to the original range, but with some irregular fluctuations. The abrupt spike at index 13 and subsequent return to normal levels indicate a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3194": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3195": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 13 (value 173.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 13 (value 173.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3196": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "3197": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "3198": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the peaks and troughs, particularly around indices 10-15 and 50-55. These disruptions suggest a deviation from the expected periodic behavior, indicating a periodic change anomaly.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the peaks and troughs, particularly around indices 10-15 and 50-55. These disruptions suggest a deviation from the expected periodic behavior, indicating a periodic change anomaly.\nActionID: 2"
+        },
+        "3199": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3200": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 66 to 70, where the values plummet to -1.24, -1.5, -1.0, -0.7, and -0.5, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 66 to 70, where the values plummet to -1.24, -1.5, -1.0, -0.7, and -0.5, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3201": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "3202": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 3.06, 3.68) starting around index 115, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 3.06, 3.68) starting around index 115, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "3203": {
+            "Thought": "The time series exhibits multiple sudden spikes in values, such as at indices 10 (43.28), 11 (50.0), 12 (50.0), 13 (50.0), 14 (50.0), 15 (50.0), 16 (50.0), 17 (50.0), 18 (50.0), 19 (50.0), 20 (50.0), 21 (50.0), 22 (50.0), 23 (50.0), 24 (50.0), 25 (5",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple sudden spikes in values, such as at indices 10 (43.28), 11 (50.0), 12 (50.0), 13 (50.0), 14 (50.0), 15 (50.0), 16 (50.0), 17 (50.0), 18 (50.0), 19 (50.0), 20 (50.0), 21 (50.0), 22 (50.0), 23 (50.0), 24 (50.0), 25 (5"
+        },
+        "3204": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could"
+        },
+        "3205": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.68, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence transitions into a grad",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.68, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence transitions into a grad"
+        },
+        "3206": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a steep decline and subsequent recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a steep decline and subsequent recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3207": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 138.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 138.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3208": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with peaks reaching as high as 63.56, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with peaks reaching as high as 63.56, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "3209": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3210": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 31 to 39, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a sudden drop at index 56 (value 0.0). The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 31 to 39, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a sudden drop at index 56 (value 0.0). The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+        },
+        "3211": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the long-term trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the long-term trajectory of the time series.\nActionID: 3"
+        },
+        "3212": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 22, where the value (-1455.98) deviates sharply from the surrounding values, which are generally in the range of -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 22, where the value (-1455.98) deviates sharply from the surrounding values, which are generally in the range of -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3213": {
+            "Thought": "The sequence exhibits a sudden spike at index 4 (value 40.94), which significantly deviates from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 4 (value 40.94), which significantly deviates from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3214": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 30-35, but at index 10, there is a sudden spike to 50.0, which is significantly higher than the surrounding values. Following this, the sequence transitions into a new range of values (around 25-30) with a different statistical distribution and pattern, indicating a shift in the overall behavior of the time series. This suggests a combination of a sudden spike anomaly and a change point anomaly. However, the dominant anomaly is the change in statistical properties at index 10.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 30-35, but at index 10, there is a sudden spike to 50.0, which is significantly higher than the surrounding values. Following this, the sequence transitions into a new range of values (around 25-30) with a different statistical distribution and pattern, indicating a shift in the overall behavior of the time series. This suggests a combination of a sudden spike anomaly and a change point anomaly. However, the dominant anomaly is the change in statistical properties at index 10.\nActionID: 4"
+        },
+        "3215": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3216": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), indicating a sudden spike anomaly. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (4.01), followed by a gradual decline, which suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 76 to 80, indicating a",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), indicating a sudden spike anomaly. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (4.01), followed by a gradual decline, which suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 76 to 80, indicating a"
+        },
+        "3217": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.\nActionID: 8"
+        },
+        "3218": {
+            "Thought": "The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 10.0 at index 10) and irregular fluctuations (e.g., 1.0 at index 16 and 2.0 at index 20), disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 10.0 at index 10) and irregular fluctuations (e.g., 1.0 at index 16 and 2.0 at index 20), disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.\nActionID: 8"
+        },
+        "3219": {
+            "Thought": "The sequence exhibits a sudden spike in values at index 23 (0.14) and index 24 (0.16), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike in values at index 23 (0.14) and index 24 (0.16), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+        },
+        "3220": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.07), but starting at index 41, there is a sudden and significant increase in values, peaking at 0.19. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.07), but starting at index 41, there is a sudden and significant increase in values, peaking at 0.19. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3221": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude and direction, including extreme positive and negative values. These deviations disrupt any consistent pattern or trend, indicating a nonlinear and irregular behavior that breaks the original linear or predictable rule. This suggests the presence of nonlinear changes in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude and direction, including extreme positive and negative values. These deviations disrupt any consistent pattern or trend, indicating a nonlinear and irregular behavior that breaks the original linear or predictable rule. This suggests the presence of nonlinear changes in the sequence.\nActionID: 14"
+        },
+        "3222": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "3223": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "3224": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly, as the values do not return to the original range and instead continue to drift downward in certain segments.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly, as the values do not return to the original range and instead continue to drift downward in certain segments.\nActionID: 11"
+        },
+        "3225": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3226": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3227": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1997.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1997.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.\nActionID: 1"
+        },
+        "3228": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "3229": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3230": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 5, where the value (-2255.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated extreme value disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5, where the value (-2255.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "3231": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "3232": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.\nActionID: 10"
+        },
+        "3233": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3234": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 1.36 to 1.46), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 1.36 to 1.46), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.\nActionID: 4"
+        },
+        "3235": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 145.0 at index 17 and 153.0 at index 23), abrupt drops (e.g., -10.0 at index 16 and -11.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 145.0 at index 17 and 153.0 at index 23), abrupt drops (e.g., -10.0 at index 16 and -11.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.\nActionID: 8"
+        },
+        "3236": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3237": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.5, 2.5, 3.11, 3.61) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.01 to -0.22",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.5, 2.5, 3.11, 3.61) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.01 to -0.22"
+        },
+        "3238": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 86, there is a significant upward drift in values, peaking at 2.52, which suggests a Drift Anomaly. Furthermore, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 86-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 86, there is a significant upward drift in values, peaking at 2.52, which suggests a Drift Anomaly. Furthermore, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 86-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "3239": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "3240": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "3241": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3242": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is an extreme spike (0.52) followed by a sharp drop (-0.48 and -1.21), which further supports the presence of Sudden Spike Anomalies. The sequence then gradually stabilizes but shows a gradual drift downward in the later part of the series, indicating a Drift Anomaly. The combination",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is an extreme spike (0.52) followed by a sharp drop (-0.48 and -1.21), which further supports the presence of Sudden Spike Anomalies. The sequence then gradually stabilizes but shows a gradual drift downward in the later part of the series, indicating a Drift Anomaly. The combination"
+        },
+        "3243": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 80, where the values rapidly increase to a peak (e.g., 1.28) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as noise or artifacts. The rest of the sequence appears to follow a relatively stable pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 80, where the values rapidly increase to a peak (e.g., 1.28) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as noise or artifacts. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+        },
+        "3244": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 74, there is a sudden and extreme deviation with a sharp spike (0.29, 0.61) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 74, there is a sudden and extreme deviation with a sharp spike (0.29, 0.61) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "3245": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 43 (-1.38) and index 44 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 43 (-1.38) and index 44 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3246": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike and drop.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+        },
+        "3247": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 100 to 200. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 100 to 200. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3248": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 48, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 48, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "3249": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "3250": {
+            "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 11 and 12.0 at index 26), abrupt drops (e.g., 0.0 at index 13), and inconsistent fluctuations. These anomalies disrupt the normal pattern of the time series, indicating a combination of sudden spikes and sparse anomalies. However, the most prominent feature is the sudden spikes that stand out significantly from the surrounding values.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 11 and 12.0 at index 26), abrupt drops (e.g., 0.0 at index 13), and inconsistent fluctuations. These anomalies disrupt the normal pattern of the time series, indicating a combination of sudden spikes and sparse anomalies. However, the most prominent feature is the sudden spikes that stand out significantly from the surrounding values.\nActionID: 12"
+        },
+        "3251": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 19 (value 1221.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 19 (value 1221.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3252": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 43, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.92). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 43, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.92). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but"
+        },
+        "3253": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.62, -0.58, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.3, 1.66, 2.01, 2.26, 2.46), followed by a return to a decreasing trend, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g.,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.62, -0.58, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.3, 1.66, 2.01, 2.26, 2.46), followed by a return to a decreasing trend, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g.,"
+        },
+        "3254": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3255": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3256": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (12.46, 12.44, 12.32, 12.38) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (12.46, 12.44, 12.32, 12.38) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+        },
+        "3257": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.26, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.26, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0"
+        },
+        "3258": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 15 (value 1365.07), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 15 (value 1365.07), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3259": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, decline, and recovery, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, decline, and recovery, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3260": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3261": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3262": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "3263": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3264": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 30 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 30 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+        },
+        "3265": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values appear to follow a consistent trend with normal variability, and no specific anomaly type is evident.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values appear to follow a consistent trend with normal variability, and no specific anomaly type is evident.\nActionID: 0"
+        },
+        "3266": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3267": {
+            "Thought": "The time series exhibits fluctuations within a relatively narrow range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values remain consistent with expected sensor readings, and no anomalies such as spikes, flatlines, or distributional changes are observed. This sequence appears to follow a normal environmental sensor behavior.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a relatively narrow range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values remain consistent with expected sensor readings, and no anomalies such as spikes, flatlines, or distributional changes are observed. This sequence appears to follow a normal environmental sensor behavior.\nActionID: 0"
+        },
+        "3268": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3269": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3270": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3271": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3272": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "3273": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.01, 2.36, 2.56, 2.72, 2.96), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.01, 2.36, 2.56, 2.72, 2.96), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+        },
+        "3274": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.51 and the drop to -1.33, which disrupt the sequence. These abrupt changes are characteristic of sudden spikes or drops in the data, indicating transient anomalies. Additionally, the sequence does not return to a consistent pattern after these disruptions, further supporting the presence of sudden spikes.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.51 and the drop to -1.33, which disrupt the sequence. These abrupt changes are characteristic of sudden spikes or drops in the data, indicating transient anomalies. Additionally, the sequence does not return to a consistent pattern after these disruptions, further supporting the presence of sudden spikes.\nActionID: 12"
+        },
+        "3275": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows irregular fluctuations and deviations from the baseline, suggesting a potential Drift Anomaly. However, the most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows irregular fluctuations and deviations from the baseline, suggesting a potential Drift Anomaly. However, the most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly.\nActionID: 12"
+        },
+        "3276": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 53 (value 43.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 53 (value 43.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3277": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 136.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 136.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3278": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a drop to -0.48 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a drop to -0.48 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.\nActionID: 12"
+        },
+        "3279": {
+            "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden transition to a flatline of zeros starting at index 30. This flatline persists for a significant duration, disrupting the normal fluctuations. Toward the end of the sequence, the values begin to recover and exhibit a gradual upward drift. The flatline behavior is the most prominent anomaly in this sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden transition to a flatline of zeros starting at index 30. This flatline persists for a significant duration, disrupting the normal fluctuations. Toward the end of the sequence, the values begin to recover and exhibit a gradual upward drift. The flatline behavior is the most prominent anomaly in this sequence.\nActionID: 10"
+        },
+        "3280": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.96, 2.49, 2.96) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.96, 2.49, 2.96) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "3281": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3282": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 30, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 30, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3283": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "3284": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 27, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 27, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3285": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present.\nActionID: 0"
+        },
+        "3286": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.65 followed by a steep drop to -0.78 and -1.11, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.65 followed by a steep drop to -0.78 and -1.11, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "3287": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1427.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1427.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3288": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with environmental sensor data, where drift in readings over time is often observed.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with environmental sensor data, where drift in readings over time is often observed.\nActionID: 11"
+        },
+        "3289": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a sudden and sharp increase in values starting at index 10, peaking at index 13, and then returning to a decreasing trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a sudden and sharp increase in values starting at index 10, peaking at index 13, and then returning to a decreasing trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "3290": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 85 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 85 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+        },
+        "3291": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3292": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 11, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3293": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3294": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.02, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.12), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.02, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.12), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "3295": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values"
+        },
+        "3296": {
+            "Thought": "The sequence exhibits a consistent upward trend with increasing values over time, but there are no irregularities, sudden changes, or disruptions in the pattern. The fluctuations appear to be part of the normal behavior of the time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with increasing values over time, but there are no irregularities, sudden changes, or disruptions in the pattern. The fluctuations appear to be part of the normal behavior of the time series.\nActionID: 0"
+        },
+        "3297": {
+            "Thought": "The sequence initially exhibits a stable pattern with minor fluctuations around 3.0, but starting at index 16, there is a gradual upward drift in the values, reaching a peak around 4.0. Afterward, the values stabilize and fluctuate within a narrower range, but the overall trend shows a gradual drift away from the original level. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with minor fluctuations around 3.0, but starting at index 16, there is a gradual upward drift in the values, reaching a peak around 4.0. Afterward, the values stabilize and fluctuate within a narrower range, but the overall trend shows a gradual drift away from the original level. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3298": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 48, reaching a peak at index 55. This is followed by a rapid decline and a nonlinear pattern of fluctuations. The sequence transitions from a linear trend to a nonlinear pattern, breaking the original linear rule. This indicates a significant deviation from the expected behavior of the machine-system domain.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 48, reaching a peak at index 55. This is followed by a rapid decline and a nonlinear pattern of fluctuations. The sequence transitions from a linear trend to a nonlinear pattern, breaking the original linear rule. This indicates a significant deviation from the expected behavior of the machine-system domain.\nActionID: 14"
+        },
+        "3299": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3300": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3301": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.08), indicating a sudden spike anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at index 83 (2.11), which deviates from the surrounding values, indicating a drift anomaly. Furthermore, the overall pattern of the sequence changes significantly, with nonlinear fluctuations and irregularities, suggesting a nonlinear pattern anomaly. Given the healthcare-",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.08), indicating a sudden spike anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at index 83 (2.11), which deviates from the surrounding values, indicating a drift anomaly. Furthermore, the overall pattern of the sequence changes significantly, with nonlinear fluctuations and irregularities, suggesting a nonlinear pattern anomaly. Given the healthcare-"
+        },
+        "3302": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 10 (value 100.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 10 (value 100.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+        },
+        "3303": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.46, 0.52, 0.64, 0.72, 0.84, 0.92, 1",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.46, 0.52, 0.64, 0.72, 0.84, 0.92, 1"
+        },
+        "3304": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and significant drop at index 33 (from 10.0 to 0.0), which disrupts the overall pattern. After this drop, the sequence transitions into a fluctuating pattern with smaller variations, but the abrupt drop at index 33 is the most prominent anomaly. This behavior indicates a sudden and sharp deviation from the expected trend.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and significant drop at index 33 (from 10.0 to 0.0), which disrupts the overall pattern. After this drop, the sequence transitions into a fluctuating pattern with smaller variations, but the abrupt drop at index 33 is the most prominent anomaly. This behavior indicates a sudden and sharp deviation from the expected trend.\nActionID: 12"
+        },
+        "3305": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence"
+        },
+        "3306": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3307": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,"
+        },
+        "3308": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.56, 1.72, 1.96, 2.08), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.56, 1.72, 1.96, 2.08), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g"
+        },
+        "3309": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 22 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3310": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at 1.26 for a few points before resuming the decreasing trend. This indicates a nonlinear change in the sequence, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at 1.26 for a few points before resuming the decreasing trend. This indicates a nonlinear change in the sequence, deviating from the original linear trend.\nActionID: 14"
+        },
+        "3311": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 16, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 16, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.\nActionID: 3"
+        },
+        "3312": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 43 (-1.28) and index 44 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 43 (-1.28) and index 44 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3313": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.32, 1.52, 1.72, 1.98, 2.18) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.32, 1.52, 1.72, 1.98, 2.18) starting"
+        },
+        "3314": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3315": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3316": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3317": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 1365.01), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 1365.01), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3318": {
+            "Thought": "The sequence contains multiple anomalies. At index 5, there is a sudden spike to 23.22, which is significantly higher than the surrounding values. Additionally, at index 11, the value drops to 0.0, creating a sudden flatline anomaly. These disruptions indicate isolated and abrupt deviations from the normal pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains multiple anomalies. At index 5, there is a sudden spike to 23.22, which is significantly higher than the surrounding values. Additionally, at index 11, the value drops to 0.0, creating a sudden flatline anomaly. These disruptions indicate isolated and abrupt deviations from the normal pattern.\nActionID: 8"
+        },
+        "3319": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 16 (0.28) followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68), indicating a sudden spike anomaly. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a gradual decline. This suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 76-80, deviating from the original linear or periodic patterns. These combined behaviors",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 16 (0.28) followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68), indicating a sudden spike anomaly. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a gradual decline. This suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 76-80, deviating from the original linear or periodic patterns. These combined behaviors"
+        },
+        "3320": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "3321": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to fluctuate irregularly, deviating from the earlier smooth trend. This indicates a potential change in the pattern of the time series.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to fluctuate irregularly, deviating from the earlier smooth trend. This indicates a potential change in the pattern of the time series.\nActionID: 7"
+        },
+        "3322": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 23, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 23, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3323": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+        },
+        "3324": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3325": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.35 at index 10), abrupt drops (e.g., -125.11 at index 12), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.35 at index 10), abrupt drops (e.g., -125.11 at index 12), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "3326": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "3327": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "3328": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.58, -0.72, -0.73), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.58, -0.72, -0.73), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+        },
+        "3329": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.58 to -1.21), followed by a recovery to a stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.21), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.58 to -1.21), followed by a recovery to a stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.21), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the"
+        },
+        "3330": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3331": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 30, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 30, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3332": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3333": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 96 (0.28) and a sharp drop at index 97 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike and drop.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 96 (0.28) and a sharp drop at index 97 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+        },
+        "3334": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3335": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "3336": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 0.24) and a sharp drop at index 24 (value -0.24). This is followed by a significant drop at index 25 (value -0.56) and a further drop at index 26 (value -0.64). These sudden and extreme deviations from the surrounding values indicate a combination of sudden spikes and drops, disrupting the sequence. Additionally, the sequence shows a nonlinear pattern in the later part, with values fluctuating irregularly. The most prominent anomaly is the sudden sp",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 0.24) and a sharp drop at index 24 (value -0.24). This is followed by a significant drop at index 25 (value -0.56) and a further drop at index 26 (value -0.64). These sudden and extreme deviations from the surrounding values indicate a combination of sudden spikes and drops, disrupting the sequence. Additionally, the sequence shows a nonlinear pattern in the later part, with values fluctuating irregularly. The most prominent anomaly is the sudden sp",
+            "ParseError": "unrecognized_action_id"
+        },
+        "3337": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+        },
+        "3338": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3339": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+        },
+        "3340": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.66) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.66) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "3341": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.22, 0.27, 0.34, 0.41, 0.51, 0.61, 0.74, 0.81, 0.91,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.22, 0.27, 0.34, 0.41, 0.51, 0.61, 0.74, 0.81, 0.91,"
+        },
+        "3342": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3343": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+        },
+        "3344": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "3345": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "3346": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3347": {
+            "Thought": "The value 12652.0 at index 3 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 12652.0 at index 3 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+        },
+        "3348": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,"
+        },
+        "3349": {
+            "Thought": "The sequence contains a segment of repeated values (12851.44) from index 2 to 4, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains a segment of repeated values (12851.44) from index 2 to 4, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "3350": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3351": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3352": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "3353": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3354": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.08, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.08, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "3355": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "3356": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "3357": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 74, where the values rapidly increase to a peak (e.g., 2.21) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 74, where the values rapidly increase to a peak (e.g., 2.21) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+        },
+        "3358": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 22 (value 1355.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 22 (value 1355.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3359": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a gradual drift away from the initial level.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a gradual drift away from the initial level.\nActionID: 11"
+        },
+        "3360": {
+            "Thought": "The sequence initially exhibits a stable pattern with minor fluctuations around 0.04, but starting at index 30, there is a sudden flatline of zeros, followed by a return to the original range. This abrupt transition to a flatline and back disrupts the normal fluctuation pattern.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with minor fluctuations around 0.04, but starting at index 30, there is a sudden flatline of zeros, followed by a return to the original range. This abrupt transition to a flatline and back disrupts the normal fluctuation pattern.\nActionID: 10"
+        },
+        "3361": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "3362": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3363": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 27, where the values decrease sharply from around 1200 to 900 and then further to 700. This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 27, where the values decrease sharply from around 1200 to 900 and then further to 700. This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly.\nActionID: 12"
+        },
+        "3364": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern at multiple points, particularly around indices 6-10 and 72-76, where the values drop sharply and then recover. These deviations disrupt the normal fluctuation pattern of the ECG signal, indicating abrupt changes in the sequence. This suggests the presence of multiple sudden spikes or drops, which are characteristic of Sudden Spike Anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at multiple points, particularly around indices 6-10 and 72-76, where the values drop sharply and then recover. These deviations disrupt the normal fluctuation pattern of the ECG signal, indicating abrupt changes in the sequence. This suggests the presence of multiple sudden spikes or drops, which are characteristic of Sudden Spike Anomalies.\nActionID: 12"
+        },
+        "3365": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "3366": {
+            "Thought": "The sequence exhibits a sudden spike at index 10 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 10 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+        },
+        "3367": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "3368": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3369": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 and 30, where the values jump to 13651.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 and 30, where the values jump to 13651.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "3370": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "3371": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3372": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3373": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "3374": {
+            "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "3375": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.72, -0.67) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.72, -0.67) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+        },
+        "3376": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "3377": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "3378": {
+            "Thought": "The sequence exhibits a sudden flatline at index 10 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 10 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.\nActionID: 10"
+        },
+        "3379": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "3380": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3381": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+        },
+        "3382": {
+            "Thought": "The time series exhibits a sudden and significant drop in values starting at index 11, where the sequence transitions from a relatively stable range (around 0.1 to 0.15) to a much lower range (around 0.03 to 0.08). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values starting at index 11, where the sequence transitions from a relatively stable range (around 0.1 to 0.15) to a much lower range (around 0.03 to 0.08). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the sequence.\nActionID: 4"
+        },
+        "3383": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "3384": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 16, there is a sudden increase in values, peaking at 5.0, followed by a return to the original range. This indicates a temporary disruption in the sequence caused by a sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 16, there is a sudden increase in values, peaking at 5.0, followed by a return to the original range. This indicates a temporary disruption in the sequence caused by a sudden spike.\nActionID: 12"
+        },
+        "3385": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.08, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.08, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "3386": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3387": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable downward drift in the values, followed by a recovery and a gradual upward drift. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable downward drift in the values, followed by a recovery and a gradual upward drift. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3388": {
+            "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+        },
+        "3389": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3390": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.96, 3.28, 4.06) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.96, 3.28, 4.06) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a"
+        },
+        "3391": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 23 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 23 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3392": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 27), abrupt drops (e.g., -102.0 at index 28), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and drops. The most prominent anomaly is the sudden spike at index 27, which stands out as a significant deviation.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 27), abrupt drops (e.g., -102.0 at index 28), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and drops. The most prominent anomaly is the sudden spike at index 27, which stands out as a significant deviation.\nActionID: 12"
+        },
+        "3393": {
+            "Thought": "The sequence exhibits a sudden spike at index 50 (value 0.1), which deviates significantly from the surrounding values that generally range between 0.02 and 0.06. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 50 (value 0.1), which deviates significantly from the surrounding values that generally range between 0.02 and 0.06. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3394": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.38, 1.56, 1.76, 2.08, 2.28)",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.38, 1.56, 1.76, 2.08, 2.28)"
+        },
+        "3395": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 112 (0.28) and a subsequent drop to -0.38, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. This behavior is characteristic of Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 112 (0.28) and a subsequent drop to -0.38, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. This behavior is characteristic of Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3396": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nAction",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nAction"
+        },
+        "3397": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.22). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 1.9",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.22). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 1.9"
+        },
+        "3398": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic isolated high values (e.g., 1.36, 1.37, 1.38) that deviate from the surrounding zeros, indicating sparse anomalies. Later, starting at index 50, there is a sudden and significant increase in values (e.g., 1.38, 1.39, 1.41, 1.42, 1.43, 1.44, 1.45), which disrupts the normal pattern and suggests a continuous segment anomaly. This is followed by a return to the original pattern, but the anomaly is still evident. The",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic isolated high values (e.g., 1.36, 1.37, 1.38) that deviate from the surrounding zeros, indicating sparse anomalies. Later, starting at index 50, there is a sudden and significant increase in values (e.g., 1.38, 1.39, 1.41, 1.42, 1.43, 1.44, 1.45), which disrupts the normal pattern and suggests a continuous segment anomaly. This is followed by a return to the original pattern, but the anomaly is still evident. The"
+        },
+        "3399": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 26, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 26, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+        },
+        "3400": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3401": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3402": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3403": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3404": {
+            "Thought": "The time series shows a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3405": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 33, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 33, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3406": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could"
+        },
+        "3407": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 57 to 60, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 57 to 60, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3408": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+        },
+        "3409": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.17, 0.22, 0.27, 0.34, 0.41, 0.51, 0.61, 0.74, 0.84,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.17, 0.22, 0.27, 0.34, 0.41, 0.51, 0.61, 0.74, 0.84,"
+        },
+        "3410": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp rise at index 91 (0.56) and index 92 (0.78), followed by a return to normal levels. These sudden spikes and drops disrupt the normal ECG pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp rise at index 91 (0.56) and index 92 (0.78), followed by a return to normal levels. These sudden spikes and drops disrupt the normal ECG pattern.\nActionID: 12"
+        },
+        "3411": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3412": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior with minor variations, which could be attributed to normal sensor noise or environmental factors. There is no significant deviation or disruption that would classify it as an anomaly.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior with minor variations, which could be attributed to normal sensor noise or environmental factors. There is no significant deviation or disruption that would classify it as an anomaly.\nActionID: 0"
+        },
+        "3413": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes, nonlinear growth, and potential distributional changes. The sequence also shows irregular fluctuations and disruptions in the expected ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes, nonlinear growth, and potential distributional changes. The sequence also shows irregular fluctuations and disruptions in the expected ECG pattern.\nActionID: 14"
+        },
+        "3414": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -1.08, -1.23). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -1.08, -1.23). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values"
+        },
+        "3415": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and index 50-55), and the sequence does not follow a consistent trend or periodicity. These characteristics suggest a disruption in the overall pattern of the time series.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and index 50-55), and the sequence does not follow a consistent trend or periodicity. These characteristics suggest a disruption in the overall pattern of the time series.\nActionID: 7"
+        },
+        "3416": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3417": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3418": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.69, 2.11, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.69, 2.11, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "3419": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and index 40-50), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and index 40-50), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "3420": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme spike (0.52) followed by a sharp drop (-0.48, -0.72, -0.73), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme spike (0.52) followed by a sharp drop (-0.48, -0.72, -0.73), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.\nActionID: 12"
+        },
+        "3421": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+        },
+        "3422": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3423": {
+            "Thought": "The sequence initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3424": {
+            "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial.\nActionID: 0"
+        },
+        "3425": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (value 0.27) and a significant spike at index 20 (value 0.64). Afterward, the sequence transitions into a nonlinear growth pattern, with values increasing exponentially until index 26 (value 1.24). This is followed by a sharp drop and a return to a fluctuating pattern. The sequence contains a combination of drift, sudden spikes, and nonlinear growth, disrupting the normal behavior of the machine-system.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (value 0.27) and a significant spike at index 20 (value 0.64). Afterward, the sequence transitions into a nonlinear growth pattern, with values increasing exponentially until index 26 (value 1.24). This is followed by a sharp drop and a return to a fluctuating pattern. The sequence contains a combination of drift, sudden spikes, and nonlinear growth, disrupting the normal behavior of the machine-system.\nActionID: 14"
+        },
+        "3426": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.48, 0.56, 0.64, 0.72, 0.84, 0.92, 1.08, 1",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.48, 0.56, 0.64, 0.72, 0.84, 0.92, 1.08, 1"
+        },
+        "3427": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "3428": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence exhibits a nonlinear pattern with irregular and inconsistent changes, deviating from the earlier trend. This suggests a significant disruption in the system's behavior, likely due to a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence exhibits a nonlinear pattern with irregular and inconsistent changes, deviating from the earlier trend. This suggests a significant disruption in the system's behavior, likely due to a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3429": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3430": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.96, 2.49, 2.96) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.96, 2.49, 2.96) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also"
+        },
+        "3431": {
+            "Thought": "The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 11-13 and 43-45) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal values, indicating a disruption in the expected behavior of the sensor data. This pattern suggests repeated occurrences of flatline behavior.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 11-13 and 43-45) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal values, indicating a disruption in the expected behavior of the sensor data. This pattern suggests repeated occurrences of flatline behavior.\nActionID: 9"
+        },
+        "3432": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "3433": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (14.06, 13.96, 13.92, 13.88, 13.84) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (14.06, 13.96, 13.92, 13.88, 13.84) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+        },
+        "3434": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a steep decline and subsequent recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a steep decline and subsequent recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3435": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3436": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3437": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11637.44) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11637.44) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "3438": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "3439": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.72) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.72) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom"
+        },
+        "3440": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 12.0 and eventually decreasing to 7.0. This consistent decline over time indicates a deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 12.0 and eventually decreasing to 7.0. This consistent decline over time indicates a deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3441": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior is indicative of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior is indicative of a drift anomaly.\nActionID: 11"
+        },
+        "3442": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "3443": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 50.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 50.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3444": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.88, 1.08, 1.38, 1.56, 1.76, 2.0",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.88, 1.08, 1.38, 1.56, 1.76, 2.0"
+        },
+        "3445": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3446": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3447": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The values appear to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, the sequence does not exhibit any specific anomaly type.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The values appear to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, the sequence does not exhibit any specific anomaly type.\nActionID: 0"
+        },
+        "3448": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3449": {
+            "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This flatline persists for a significant duration, indicating a loss of normal sensor activity or a malfunction.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This flatline persists for a significant duration, indicating a loss of normal sensor activity or a malfunction.\nActionID: 10"
+        },
+        "3450": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3451": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3452": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "3453": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3454": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3455": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.18 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 to 90), which is characteristic of a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.18 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 to 90), which is characteristic of a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3456": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.16, 0.22, 0.27, 0.34, 0.41) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.16, 0.22, 0.27, 0.34, 0.41) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An"
+        },
+        "3457": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.26 and 0.46, and the drop to -1.38 and -1.56, which disrupt the sequence. These abrupt changes are characteristic of sudden spikes or drops in the data, indicating transient anomalies. Additionally, the sequence does not exhibit a consistent pattern or trend, but the primary anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.26 and 0.46, and the drop to -1.38 and -1.56, which disrupt the sequence. These abrupt changes are characteristic of sudden spikes or drops in the data, indicating transient anomalies. Additionally, the sequence does not exhibit a consistent pattern or trend, but the primary anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "3458": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 12 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 12 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3459": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1.021), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1.021), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3460": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "3461": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 26 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 26 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+        },
+        "3462": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "3463": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3464": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 86, where the values drop sharply to -0.33 and -0.5, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which then returns to normal. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 86, where the values drop sharply to -0.33 and -0.5, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which then returns to normal. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "3465": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.11, 3.78, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.11, 3.78, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a"
+        },
+        "3466": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "3467": {
+            "Thought": "The time series exhibits a sudden and significant spike in values around indices 33-37, where the values rapidly increase from 0.06 to 1.38 and then return to a lower range. This behavior is characteristic of a sudden spike anomaly, as the spike disrupts the normal fluctuation pattern of the sequence. Additionally, the sequence shows a gradual return to a more stable pattern after the spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike in values around indices 33-37, where the values rapidly increase from 0.06 to 1.38 and then return to a lower range. This behavior is characteristic of a sudden spike anomaly, as the spike disrupts the normal fluctuation pattern of the sequence. Additionally, the sequence shows a gradual return to a more stable pattern after the spike.\nActionID: 12"
+        },
+        "3468": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "3469": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3470": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3471": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.09), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.09), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+            "ParseError": "unrecognized_action_id"
+        },
+        "3472": {
+            "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 96, there is a sudden and significant spike in values, reaching as high as 0.52, followed by a return to the baseline. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates sharply before returning to normal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 96, there is a sudden and significant spike in values, reaching as high as 0.52, followed by a return to the baseline. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates sharply before returning to normal.\nActionID: 12"
+        },
+        "3473": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, likely due to system instability or external factors.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, likely due to system instability or external factors.\nActionID: 2"
+        },
+        "3474": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "3475": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier stable pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier stable pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.\nActionID: 14"
+        },
+        "3476": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.126 at index 17 and 0.132 at index 23) and abrupt drops (e.g., 0.006 at index 18 and 0.001 at index 20). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.126 at index 17 and 0.132 at index 23) and abrupt drops (e.g., 0.006 at index 18 and 0.001 at index 20). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.\nActionID: 12"
+        },
+        "3477": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+        },
+        "3478": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual increase in values, followed by a sudden spike at index 15 (0.229) and a significant drop at index 16 (0.076). This is followed by a sharp increase in values starting at index 20, peaking at index 23 (0.511), and then a gradual decline. The sequence also shows irregular fluctuations and deviations from the expected pattern, particularly in the latter part of the series. These characteristics suggest a combination of sudden spikes, amplitude anomalies, and potential pattern changes. However, the most prominent anomaly is the sudden spike at index 15",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual increase in values, followed by a sudden spike at index 15 (0.229) and a significant drop at index 16 (0.076). This is followed by a sharp increase in values starting at index 20, peaking at index 23 (0.511), and then a gradual decline. The sequence also shows irregular fluctuations and deviations from the expected pattern, particularly in the latter part of the series. These characteristics suggest a combination of sudden spikes, amplitude anomalies, and potential pattern changes. However, the most prominent anomaly is the sudden spike at index 15",
+            "ParseError": "unrecognized_action_id"
+        },
+        "3479": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "3480": {
+            "Thought": "The sequence initially exhibits a gradual upward trend, followed by a sudden and sharp drop at index 23, where the value decreases from 122.0 to 114.0 and then further to 108.0. This abrupt change disrupts the statistical properties of the sequence, indicating a significant shift in the mean and variance. After this drop, the sequence resumes a fluctuating pattern but with a different statistical distribution. This behavior suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual upward trend, followed by a sudden and sharp drop at index 23, where the value decreases from 122.0 to 114.0 and then further to 108.0. This abrupt change disrupts the statistical properties of the sequence, indicating a significant shift in the mean and variance. After this drop, the sequence resumes a fluctuating pattern but with a different statistical distribution. This behavior suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "3481": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3482": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3483": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 10-13, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.2, -0.92, -0.76). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 10-13, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.2, -0.92, -0.76). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+        },
+        "3484": {
+            "Thought": "The sequence exhibits a sudden spike at index 11 (value 0.24) and index 12 (value 0.26), which are significantly higher than the surrounding values that generally range between 0.04 and 0.1. These spikes disrupt the normal fluctuation pattern but return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 11 (value 0.24) and index 12 (value 0.26), which are significantly higher than the surrounding values that generally range between 0.04 and 0.1. These spikes disrupt the normal fluctuation pattern but return to the normal range immediately after.\nActionID: 12"
+        },
+        "3485": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3486": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36, 1.38) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomaly is the sudden flatline at index 17.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36, 1.38) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomaly is the sudden flatline at index 17.\nActionID: 10"
+        },
+        "3487": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 72, where the values increase exponentially (e.g., 0.78, 1.0, 1.38, 1.68, 1.96), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a gradual drift",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 72, where the values increase exponentially (e.g., 0.78, 1.0, 1.38, 1.68, 1.96), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a gradual drift"
+        },
+        "3488": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear"
+        },
+        "3489": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "3490": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3491": {
+            "Thought": "The sequence exhibits a sudden spike at index 5 (value 30.95), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 5 (value 30.95), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3492": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.88, 1.08, 1.38, 1.58, 1.76, 2.08) starting around index 90",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.88, 1.08, 1.38, 1.58, 1.76, 2.08) starting around index 90"
+        },
+        "3493": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44 and -0.78), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., from index 96 to 104, where values increase rapidly to 2.08 and then decrease), breaking the original linear or stable pattern. This suggests a combination of sudden spike anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44 and -0.78), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., from index 96 to 104, where values increase rapidly to 2.08 and then decrease), breaking the original linear or stable pattern. This suggests a combination of sudden spike anom"
+        },
+        "3494": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "3495": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1395.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1395.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3496": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 at index 114. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 at index 114. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "3497": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.86, 1.02, 1.28, 1.44, 1.68) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.86, 1.02, 1.28, 1.44, 1.68) starting"
+        },
+        "3498": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a steep drop to -1.01 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a steep drop to -1.01 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "3499": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "3500": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3501": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3502": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "3503": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 23 (value 1.06), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations with no clear pattern, and there are segments of repeated values (e.g., 1.36 from index 33 to 36 and 1.38 from index 56 to 59). Additionally, there are abrupt changes in the statistical properties of the sequence, such as the mean and variance, indicating a significant shift in the data behavior. These characteristics suggest a combination of anomalies, including a Sudden Spike",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 23 (value 1.06), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations with no clear pattern, and there are segments of repeated values (e.g., 1.36 from index 33 to 36 and 1.38 from index 56 to 59). Additionally, there are abrupt changes in the statistical properties of the sequence, such as the mean and variance, indicating a significant shift in the data behavior. These characteristics suggest a combination of anomalies, including a Sudden Spike",
+            "ParseError": "unrecognized_action_id"
+        },
+        "3504": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "3505": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3506": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "3507": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 12.2 to 12.6), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 12.2 to 12.6), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.\nActionID: 4"
+        },
+        "3508": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.72) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.72) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "3509": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "3510": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3511": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "3512": {
+            "Thought": "The value 50.9 at index 42 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.9 at index 42 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "3513": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 59-63, where the sequence transitions from relatively small fluctuations to extreme values such as 0.25, 0.63, -0.65, and -1.43. This abrupt change disrupts the normal pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting the classification as a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 59-63, where the sequence transitions from relatively small fluctuations to extreme values such as 0.25, 0.63, -0.65, and -1.43. This abrupt change disrupts the normal pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting the classification as a temporary disruption.\nActionID: 12"
+        },
+        "3514": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3515": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 100, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 100, which deviates from the"
+        },
+        "3516": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "3517": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "3518": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 30, where the value plummets to -115.0, which is significantly lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a sudden and sharp disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 30, where the value plummets to -115.0, which is significantly lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a sudden and sharp disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3519": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 43, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 43, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+        },
+        "3520": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 26, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the pattern, with a continuous segment of elevated values (e.g., 1.2, 1.3, 1.4) and abrupt changes in the statistical properties of the sequence. Additionally, there are sudden spikes and drops, such as the sharp increase to 1.66 and subsequent drop to 0.18. The overall behavior suggests a combination of pattern changes and amplitude anomalies.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 26, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the pattern, with a continuous segment of elevated values (e.g., 1.2, 1.3, 1.4) and abrupt changes in the statistical properties of the sequence. Additionally, there are sudden spikes and drops, such as the sharp increase to 1.66 and subsequent drop to 0.18. The overall behavior suggests a combination of pattern changes and amplitude anomalies.\nActionID: 7"
+        },
+        "3521": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3522": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "3523": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values increase significantly (e.g., around index 16-20 and index 46-50), followed by sharp drops and irregular oscillations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values increase significantly (e.g., around index 16-20 and index 46-50), followed by sharp drops and irregular oscillations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "3524": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, the sequence stabilizes but exhibits nonlinear growth patterns around index 115, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, the sequence stabilizes but exhibits nonlinear growth patterns around index 115, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "3525": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3526": {
+            "Thought": "The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 20, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 20, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a change point anomaly.\nActionID: 4"
+        },
+        "3527": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the"
+        },
+        "3528": {
+            "Thought": "The sequence exhibits a sudden flatline at index 33 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 33 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "3529": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1535.06), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1535.06), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3530": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and the sequence does not follow a consistent trend or periodicity. These disruptions suggest a significant deviation from the expected behavior of the sensor data. The anomalies are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and the sequence does not follow a consistent trend or periodicity. These disruptions suggest a significant deviation from the expected behavior of the sensor data. The anomalies are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.\nActionID: 13"
+        },
+        "3531": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "3532": {
+            "Thought": "The sequence initially fluctuates within a relatively stable range (around 34-40), but starting at index 46, there is a sudden and significant spike in values (e.g., 50.11, 53.84, 55.88, 56.88, 58.88, 60.88, 62.88), followed by a return to a lower range. This indicates a temporary disruption in the sequence caused by sudden spikes.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates within a relatively stable range (around 34-40), but starting at index 46, there is a sudden and significant spike in values (e.g., 50.11, 53.84, 55.88, 56.88, 58.88, 60.88, 62.88), followed by a return to a lower range. This indicates a temporary disruption in the sequence caused by sudden spikes.\nActionID: 12"
+        },
+        "3533": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3534": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "3535": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 1365.61), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 1365.61), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3536": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for a normal ECG signal, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for a normal ECG signal, indicating no anomalies.\nActionID: 0"
+        },
+        "3537": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "3538": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "3539": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3540": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.38), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 68 (1.01) and peaking at index 73 (2.38), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift downward in the later part, particularly from index 80 onward, where",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.38), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 68 (1.01) and peaking at index 73 (2.38), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift downward in the later part, particularly from index 80 onward, where"
+        },
+        "3541": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "3542": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "3543": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.59, 2.96) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.59, 2.96) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "3544": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 36, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 36, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3545": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "3546": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 26 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 26 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3547": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.7 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.7 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "3548": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.51 to -0.72), followed by a recovery to a stable range. Later, there is a significant upward drift (e.g., 0.1 to 1.38) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.51 to -0.72), followed by a recovery to a stable range. Later, there is a significant upward drift (e.g., 0.1 to 1.38) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+        },
+        "3549": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3550": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.32, 4.31, 5.11) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.32, 4.31, 5.11) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru"
+        },
+        "3551": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (14.0) appear sporadically at indices 12 and 59, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (14.0) appear sporadically at indices 12 and 59, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+        },
+        "3552": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "3553": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.41), followed by a sharp drop at index 13 (-1.38) and index 14 (-1.59), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 90 (0.76) and peaking at index 93 (2.38), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.41), followed by a sharp drop at index 13 (-1.38) and index 14 (-1.59), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 90 (0.76) and peaking at index 93 (2.38), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.\nActionID: 14"
+        },
+        "3554": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3555": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "3556": {
+            "Thought": "The sequence is predominantly flatlined at 0.0, but there are sporadic isolated high values (e.g., 14.06, 13.84, 13.82, 13.8, 13.78, 13.76) that appear intermittently. These isolated spikes disrupt the otherwise flat pattern, indicating occasional anomalous behavior.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flatlined at 0.0, but there are sporadic isolated high values (e.g., 14.06, 13.84, 13.82, 13.8, 13.78, 13.76) that appear intermittently. These isolated spikes disrupt the otherwise flat pattern, indicating occasional anomalous behavior.\nActionID: 8"
+        },
+        "3557": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+        },
+        "3558": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "3559": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.41, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.02, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with irregular fluctuations and exponential-like growth in certain segments, breaking the original linear or periodic pattern, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.41, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.02, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with irregular fluctuations and exponential-like growth in certain segments, breaking the original linear or periodic pattern, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal"
+        },
+        "3560": {
+            "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable toward the end of the series, where the values decrease from around 10.2 to 9.94. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable toward the end of the series, where the values decrease from around 10.2 to 9.94. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3561": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.42, -0.72). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.38, 0.56, 0.72, 0.84, 0.92) around index 60, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.42, -0.72). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.38, 0.56, 0.72, 0.84, 0.92) around index 60, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+        },
+        "3562": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+        },
+        "3563": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.36, 1.52, 1.76) starting around index 100, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.36, 1.52, 1.76) starting around index 100, which deviates from the"
+        },
+        "3564": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3565": {
+            "Thought": "The value 50.2 at index 42 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 42 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "3566": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23, and then returning to a downward trend. This abrupt change in the long-term trajectory indicates a significant shift in the trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23, and then returning to a downward trend. This abrupt change in the long-term trajectory indicates a significant shift in the trend of the sequence.\nActionID: 3"
+        },
+        "3567": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3568": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3569": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "3570": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 20, the sequence stabilizes into a flatline with repeated values around 12.0, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly in the system.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 20, the sequence stabilizes into a flatline with repeated values around 12.0, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly in the system.\nActionID: 10"
+        },
+        "3571": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3572": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.\nActionID: 0"
+        },
+        "3573": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "3574": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the peaks and troughs, particularly around indices 10-15 and 40-45. These disruptions suggest a deviation from the expected periodic behavior.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the peaks and troughs, particularly around indices 10-15 and 40-45. These disruptions suggest a deviation from the expected periodic behavior.\nActionID: 2"
+        },
+        "3575": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -0"
+        },
+        "3576": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.01 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.01 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "3577": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3578": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.44) followed by a sharp drop to -1.51, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.08, which is characteristic of a Drift Anomaly. Furthermore, the segment from index 94 to 100 shows a nonlinear pattern with rapid oscillations and exponential-like decay, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.44) followed by a sharp drop to -1.51, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.08, which is characteristic of a Drift Anomaly. Furthermore, the segment from index 94 to 100 shows a nonlinear pattern with rapid oscillations and exponential-like decay, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 1"
+        },
+        "3579": {
+            "Thought": "The time series exhibits a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.\nActionID: 11"
+        },
+        "3580": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3581": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "3582": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "3583": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36, 1.38, 1.36, 1.38) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36, 1.38, 1.36, 1.38) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.\nActionID: 10"
+        },
+        "3585": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden flatline at -0.01 from index 10 to 13, disrupting the normal fluctuation pattern. Afterward, the sequence resumes its downward trend, but with some irregular fluctuations. The flatline segment is a clear anomaly in the context of the overall pattern.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden flatline at -0.01 from index 10 to 13, disrupting the normal fluctuation pattern. Afterward, the sequence resumes its downward trend, but with some irregular fluctuations. The flatline segment is a clear anomaly in the context of the overall pattern.\nActionID: 10"
+        },
+        "3586": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 27 and 0.26 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 27 and 0.26 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+        },
+        "3587": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3588": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then show a sharp drop around index 20, followed by a recovery and a gradual increase. This behavior indicates a nonlinear pattern that breaks the original trend and introduces irregular fluctuations.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then show a sharp drop around index 20, followed by a recovery and a gradual increase. This behavior indicates a nonlinear pattern that breaks the original trend and introduces irregular fluctuations.\nActionID: 14"
+        },
+        "3589": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme deviation is the key anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme deviation is the key anomaly.\nActionID: 12"
+        },
+        "3590": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data follows a predictable and smooth trajectory, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data follows a predictable and smooth trajectory, indicating no anomalies.\nActionID: 0"
+        },
+        "3591": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.56, -0.51, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with Sudden Spike Anomaly in ECG data, where abrupt changes in amplitude can indicate irregularities in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.56, -0.51, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with Sudden Spike Anomaly in ECG data, where abrupt changes in amplitude can indicate irregularities in the signal.\nActionID: 12"
+        },
+        "3592": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "3593": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "3594": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 15.0 at index 11 and 16.0 at index 27), abrupt changes in amplitude, and inconsistent fluctuations. These disruptions deviate from any consistent pattern, indicating a significant anomaly in the sequence. The presence of these irregularities suggests a combination of sudden spikes and potential distributional changes. However, the most prominent feature is the sudden spikes, which stand out as the primary anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 15.0 at index 11 and 16.0 at index 27), abrupt changes in amplitude, and inconsistent fluctuations. These disruptions deviate from any consistent pattern, indicating a significant anomaly in the sequence. The presence of these irregularities suggests a combination of sudden spikes and potential distributional changes. However, the most prominent feature is the sudden spikes, which stand out as the primary anomaly.\nActionID: 12"
+        },
+        "3595": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "3596": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual drift downward (e.g., -0.02",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual drift downward (e.g., -0.02"
+        },
+        "3597": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3598": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). This indicates a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (-1.08), which is a Point Anomaly. The sequence then transitions into a gradual upward drift (e",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). This indicates a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (-1.08), which is a Point Anomaly. The sequence then transitions into a gradual upward drift (e"
+        },
+        "3599": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 20, there is a noticeable upward drift in the values, followed by a sudden drop and irregular fluctuations. This indicates a gradual drift away from the original level, followed by a disruption in the pattern. The sequence does not return to the original stable range, suggesting a combination of drift and pattern change anomalies. However, the dominant anomaly is the gradual drift.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 20, there is a noticeable upward drift in the values, followed by a sudden drop and irregular fluctuations. This indicates a gradual drift away from the original level, followed by a disruption in the pattern. The sequence does not return to the original stable range, suggesting a combination of drift and pattern change anomalies. However, the dominant anomaly is the gradual drift.\nActionID: 11"
+        },
+        "3600": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which deviates significantly from the surrounding data, indicating a Sudden Spike Anomaly. Additionally, starting from index 74, there is a gradual and consistent upward drift in values (e.g., 0.62, 0.92, 1.1, 1.36, 1.68, 1.96, 2.11), followed by a return to lower values, which suggests a Drift Anomaly. These anomalies disrupt",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which deviates significantly from the surrounding data, indicating a Sudden Spike Anomaly. Additionally, starting from index 74, there is a gradual and consistent upward drift in values (e.g., 0.62, 0.92, 1.1, 1.36, 1.68, 1.96, 2.11), followed by a return to lower values, which suggests a Drift Anomaly. These anomalies disrupt"
+        },
+        "3601": {
+            "Thought": "The sequence exhibits a sudden spike at index 39 (value 0.28) and index 40 (value 0.38), which are significantly higher than the surrounding values that generally range between 0.02 and 0.1. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 39 (value 0.28) and index 40 (value 0.38), which are significantly higher than the surrounding values that generally range between 0.02 and 0.1. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+        },
+        "3602": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "3603": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 13 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 13 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3604": {
+            "Thought": "The sequence exhibits a sudden and significant spike at the last two data points (12.14 and 12.12), which deviate drastically from the preceding values that generally range between 8.5 and 10.8. This indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at the last two data points (12.14 and 12.12), which deviate drastically from the preceding values that generally range between 8.5 and 10.8. This indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3605": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3606": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+        },
+        "3607": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, starting around 10.06 and decreasing to around 8.4. This is followed by fluctuations around a lower range, with no return to the original level. The gradual decline indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, starting around 10.06 and decreasing to around 8.4. This is followed by fluctuations around a lower range, with no return to the original level. The gradual decline indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3608": {
+            "Thought": "The value 52.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 32 and 37. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 52.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 32 and 37. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "3609": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+        },
+        "3610": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "3611": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3612": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3613": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.18). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.18). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but"
+        },
+        "3614": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "3615": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3616": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 23, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 23, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3617": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.41, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.41, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "3618": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 20 (value 1951.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 20 (value 1951.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "3619": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3620": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "3621": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "3622": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "3623": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3624": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "3625": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "3626": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "3627": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3628": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "3629": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3630": {
+            "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant single-point deviations, abrupt changes in trend, or flatline segments. The sequence appears to have a high degree of variability, but it does not exhibit any specific anomaly type such as a sudden spike, flatline, or distributional change. This variability could be attributed to the nature of the domain (Twitter-Ticker_Symbol) and the potential presence of noise or natural variability in the data. Overall, the sequence does not exhibit a clear anomaly type.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant single-point deviations, abrupt changes in trend, or flatline segments. The sequence appears to have a high degree of variability, but it does not exhibit any specific anomaly type such as a sudden spike, flatline, or distributional change. This variability could be attributed to the nature of the domain (Twitter-Ticker_Symbol) and the potential presence of noise or natural variability in the data. Overall, the sequence does not exhibit a clear anomaly type.\nActionID: 0"
+        },
+        "3631": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.26 and 0.51, and the drop to -0.48 and -1.11, which disrupt the sequence. These abrupt changes are characteristic of sudden spikes or drops in the data, indicating transient anomalies. Additionally, the sequence does not return to a consistent pattern after these disruptions, further supporting the presence of sudden spikes.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.26 and 0.51, and the drop to -0.48 and -1.11, which disrupt the sequence. These abrupt changes are characteristic of sudden spikes or drops in the data, indicating transient anomalies. Additionally, the sequence does not return to a consistent pattern after these disruptions, further supporting the presence of sudden spikes.\nActionID: 12"
+        },
+        "3632": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 16 (value 1558.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 16 (value 1558.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3633": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3634": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.5. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.5. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3635": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The overall pattern suggests a nonlinear behavior, with the sequence deviating from a consistent linear or periodic trend. This indicates a significant nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The overall pattern suggests a nonlinear behavior, with the sequence deviating from a consistent linear or periodic trend. This indicates a significant nonlinear change in the sequence.\nActionID: 14"
+        },
+        "3636": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16). This is indicative of a Sudden Spike Anomaly. Additionally, at index 41, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. Later in the sequence, starting around index 115, there is a significant upward drift (e.g., 0.1, 0.16",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16). This is indicative of a Sudden Spike Anomaly. Additionally, at index 41, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. Later in the sequence, starting around index 115, there is a significant upward drift (e.g., 0.1, 0.16"
+        },
+        "3637": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.1, 0.14, 0.17, 0.2) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of these behav",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.1, 0.14, 0.17, 0.2) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of these behav"
+        },
+        "3638": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3639": {
+            "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of zeros starting at index 16, and then transitions into a fluctuating pattern with repeated values (e.g., 0.05, 0.04, 0.03). The flatline and repeated values disrupt the normal fluctuation pattern, indicating a combination of anomalies. However, the flatline is the most prominent feature.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of zeros starting at index 16, and then transitions into a fluctuating pattern with repeated values (e.g., 0.05, 0.04, 0.03). The flatline and repeated values disrupt the normal fluctuation pattern, indicating a combination of anomalies. However, the flatline is the most prominent feature.\nActionID: 10"
+        },
+        "3640": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable shift in the statistical properties, with the values becoming more variable and exhibiting a different range and distribution. This indicates a significant change in the statistical characteristics of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable shift in the statistical properties, with the values becoming more variable and exhibiting a different range and distribution. This indicates a significant change in the statistical characteristics of the sequence.\nActionID: 4"
+        },
+        "3641": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "3642": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3643": {
+            "Thought": "The value 1.037 at index 4 is a significant outlier compared to the surrounding values, which mostly range between 0.01 and 0.05. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 1.037 at index 4 is a significant outlier compared to the surrounding values, which mostly range between 0.01 and 0.05. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "3644": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3645": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 83 (0.28) and the sharp drop at index 84 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 83 (0.28) and the sharp drop at index 84 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "3646": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.51 to -0.72), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.24 to 2.51) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes, nonlinear growth, and potential distributional changes. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence, which breaks the original trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.51 to -0.72), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.24 to 2.51) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes, nonlinear growth, and potential distributional changes. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence, which breaks the original trend.\nActionID: 14"
+        },
+        "3647": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 87, where the value spikes to 0.68 and then drops sharply to -0.68, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 87, where the value spikes to 0.68 and then drops sharply to -0.68, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "3648": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3649": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3650": {
+            "Thought": "The value 22.0 at index 11 is a significant outlier compared to the surrounding values, which mostly range between 4.0 and 12.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 22.0 at index 11 is a significant outlier compared to the surrounding values, which mostly range between 4.0 and 12.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "3651": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "3652": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.4, -1.66, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.4, -1.66, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "3653": {
+            "Thought": "The sequence exhibits a sudden flatline at index 33 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 33 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "3654": {
+            "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+        },
+        "3655": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 47, where the values decrease from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 47, where the values decrease from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "3656": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3657": {
+            "Thought": "The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.\nActionID: 10"
+        },
+        "3658": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., from index 60 onward, values decrease steadily), indicating a Drift",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., from index 60 onward, values decrease steadily), indicating a Drift"
+        },
+        "3659": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 33, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 33, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3660": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 93 (-1.28) and index 94 (-1.41), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 93 (-1.28) and index 94 (-1.41), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3661": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations, including a steep drop and recovery. This behavior suggests a nonlinear pattern that breaks the original trend and introduces irregularities.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations, including a steep drop and recovery. This behavior suggests a nonlinear pattern that breaks the original trend and introduces irregularities.\nActionID: 14"
+        },
+        "3662": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "3663": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "3664": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., from -0.01 to -0.12), indicating a Drift",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., from -0.01 to -0.12), indicating a Drift"
+        },
+        "3665": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3666": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3667": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+        },
+        "3668": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.17, 0.22, 0.27, 0.34, 0.41, 0.51, 0.61, 0.72, 0.8",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.17, 0.22, 0.27, 0.34, 0.41, 0.51, 0.61, 0.72, 0.8"
+        },
+        "3669": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.22 to -0.32. These patterns suggest a combination of sudden spikes and continuous segment anomalies, which are common in ECG data when abnormal heart activity occurs.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.22 to -0.32. These patterns suggest a combination of sudden spikes and continuous segment anomalies, which are common in ECG data when abnormal heart activity occurs.\nActionID: 12"
+        },
+        "3670": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3671": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3672": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3673": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "3674": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "3675": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3676": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.46), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.38), indicating a sudden spike anomaly. Additionally, the segment from index 7 to 10 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Later in the sequence, starting around index 80, there is a nonlinear increase in values, peaking at index 87 (2.08), followed by a gradual decline, indicating a nonlinear pattern anomaly. These anomalies collectively dis",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.46), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.38), indicating a sudden spike anomaly. Additionally, the segment from index 7 to 10 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Later in the sequence, starting around index 80, there is a nonlinear increase in values, peaking at index 87 (2.08), followed by a gradual decline, indicating a nonlinear pattern anomaly. These anomalies collectively dis"
+        },
+        "3677": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.36), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.36), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g"
+        },
+        "3678": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3679": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46) followed by a sharp drop to -0.58 and -0.7, indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual drift downward (e.g.,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46) followed by a sharp drop to -0.58 and -0.7, indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual drift downward (e.g.,"
+        },
+        "3680": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.64), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.76, 1.0, 1.26, 1.44, 1.68), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.64), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.76, 1.0, 1.26, 1.44, 1.68), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad"
+        },
+        "3681": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "3682": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 27 (-1.38) and index 28 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 86 (1.02) and peaking at index 89 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 27 (-1.38) and index 28 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 86 (1.02) and peaking at index 89 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non"
+        },
+        "3683": {
+            "Thought": "The sequence exhibits a sudden and extreme drop to 0.0 at index 41, which is a significant deviation from the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential recovery or shift in the statistical properties. However, the flatline is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop to 0.0 at index 41, which is a significant deviation from the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential recovery or shift in the statistical properties. However, the flatline is the most prominent anomaly.\nActionID: 10"
+        },
+        "3684": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3685": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "3686": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3687": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1427.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1427.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3688": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep decline to -1.08 and -1.21. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep decline to -1.08 and -1.21. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3689": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 33, the values abruptly transition into a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 33, the values abruptly transition into a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.\nActionID: 10"
+        },
+        "3690": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+        },
+        "3691": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "3692": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3693": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregular transitions between positive and negative values, and the amplitude of the peaks and troughs does not follow a consistent pattern. This indicates a disruption in the original periodic pattern.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregular transitions between positive and negative values, and the amplitude of the peaks and troughs does not follow a consistent pattern. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+        },
+        "3694": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3695": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 0.98, 1.08, 1.28, 1.48, 1.68,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 0.98, 1.08, 1.28, 1.48, 1.68,"
+        },
+        "3696": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "3697": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, there are segments of continuous deviation from the baseline, such as the sharp rise and fall around indices 39-43 and 96-100, which suggest Continuous Segment Anomalies. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or stable trend, indicating a Nonlinear Pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, there are segments of continuous deviation from the baseline, such as the sharp rise and fall around indices 39-43 and 96-100, which suggest Continuous Segment Anomalies. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or stable trend, indicating a Nonlinear Pattern"
+        },
+        "3698": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "3699": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden"
+        },
+        "3700": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3701": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3702": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3703": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.2, deviating from the initial level and indicating a gradual drift away from the normal range. This behavior is consistent with a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.2, deviating from the initial level and indicating a gradual drift away from the normal range. This behavior is consistent with a Drift Anomaly.\nActionID: 11"
+        },
+        "3704": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3705": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3706": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3707": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.02, 2.28, 2.56) starting around index 100, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.02, 2.28, 2.56) starting around index 100, which deviates from the"
+        },
+        "3708": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 123.0 to -13.0, followed by a recovery to 112.0, and then another drop to -113.0. These abrupt changes in the mean and variance indicate a disruption in the sequence's statistical properties. This suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 123.0 to -13.0, followed by a recovery to 112.0, and then another drop to -113.0. These abrupt changes in the mean and variance indicate a disruption in the sequence's statistical properties. This suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "3709": {
+            "Thought": "The time series exhibits a nonlinear pattern with fluctuations that deviate from a consistent trend. The values initially decrease, then show a sharp drop around index 15, followed by a recovery and oscillation. This behavior suggests a significant deviation from a linear or predictable pattern, indicating a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with fluctuations that deviate from a consistent trend. The values initially decrease, then show a sharp drop around index 15, followed by a recovery and oscillation. This behavior suggests a significant deviation from a linear or predictable pattern, indicating a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "3710": {
+            "Thought": "The time series initially exhibits a consistent upward trend, peaking around index 16, followed by a gradual decline. However, starting at index 30, the sequence transitions into a flatline of repeated values (122.0) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly in the system.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a consistent upward trend, peaking around index 16, followed by a gradual decline. However, starting at index 30, the sequence transitions into a flatline of repeated values (122.0) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly in the system.\nActionID: 10"
+        },
+        "3711": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there are intermittent repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern. Later, there is a sudden flatline of zeros (e.g., 0.0, 0.0) interspersed with normal values, indicating a loss of signal or sensor malfunction. These anomalies suggest a combination of repeated value disruptions and a sudden flatline.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are intermittent repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern. Later, there is a sudden flatline of zeros (e.g., 0.0, 0.0) interspersed with normal values, indicating a loss of signal or sensor malfunction. These anomalies suggest a combination of repeated value disruptions and a sudden flatline.\nActionID: 9"
+        },
+        "3712": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3713": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 24, peaking at index 27, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 24, peaking at index 27, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "3714": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.4, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.4, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "3715": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 66, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 66, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.\nActionID: 12"
+        },
+        "3716": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3717": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 11, 12, and 13) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 11, 12, and 13) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.\nActionID: 10"
+        },
+        "3718": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.18), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.21), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nAction",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.18), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.21), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nAction"
+        },
+        "3719": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 4.24, followed by a sharp decline starting at index 16, where the values drop significantly and stabilize at a lower range. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 4.24, followed by a sharp decline starting at index 16, where the values drop significantly and stabilize at a lower range. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data.\nActionID: 4"
+        },
+        "3720": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.22, -0.92, -0.78). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting the classification as a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.22, -0.92, -0.78). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting the classification as a temporary disruption.\nActionID: 12"
+        },
+        "3721": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from approximately 10.0 and ending at 6.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from approximately 10.0 and ending at 6.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3722": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3723": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift in values (e.g., 0.2 to 2.11), which deviates from the earlier range. Additionally, the sequence shows nonlinear growth and fluctuations, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift in values (e.g., 0.2 to 2.11), which deviates from the earlier range. Additionally, the sequence shows nonlinear growth and fluctuations, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the"
+        },
+        "3724": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3725": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.02, 2.46, 2.92, 3.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.02, 2.46, 2.92, 3.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -"
+        },
+        "3726": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.32, 1.68, 2.08, 2.36) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.32, 1.68, 2.08, 2.36) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These"
+        },
+        "3727": {
+            "Thought": "The entire sequence is a flatline of zeros with no fluctuations or variations, indicating a complete loss of normal activity or signal. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The entire sequence is a flatline of zeros with no fluctuations or variations, indicating a complete loss of normal activity or signal. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "3728": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.54 to -1.11), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.54 to -1.11), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+        },
+        "3729": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 43, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 43, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+        },
+        "3730": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+        },
+        "3731": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 11 to 15, where the values plummet to -1.24, -1.4, -1.0, -0.92, and -0.72, deviating sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 11 to 15, where the values plummet to -1.24, -1.4, -1.0, -0.92, and -0.72, deviating sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3732": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3733": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+        },
+        "3734": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3735": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3736": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting around index 40, the sequence exhibits a sudden and sharp drop in values, deviating significantly from the previous pattern. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting around index 40, the sequence exhibits a sudden and sharp drop in values, deviating significantly from the previous pattern. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.\nActionID: 4"
+        },
+        "3737": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 2.11, 2.56, 2.92) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 2.11, 2.56, 2.92) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent"
+        },
+        "3738": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3739": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 92 (0.28) and a subsequent drop to -0.51 at index 93, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 92 (0.28) and a subsequent drop to -0.51 at index 93, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "3740": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 1.0, 2.0, 3.0) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 1.0, 2.0, 3.0) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.\nActionID: 9"
+        },
+        "3741": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3742": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 152.0 at index 17), abrupt drops (e.g., -102.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and drops. However, the most prominent anomaly is the sudden spike at index 17, which stands out as a significant deviation from the surrounding values.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 152.0 at index 17), abrupt drops (e.g., -102.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and drops. However, the most prominent anomaly is the sudden spike at index 17, which stands out as a significant deviation from the surrounding values.\nActionID: 12"
+        },
+        "3743": {
+            "Thought": "The sequence exhibits a sudden spike at index 16 (value 30.91), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 16 (value 30.91), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+        },
+        "3744": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "3745": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3746": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 10, there is a sudden increase in values, peaking at 5.0, followed by a return to the original range. This indicates a temporary disruption in the sequence caused by a sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 10, there is a sudden increase in values, peaking at 5.0, followed by a return to the original range. This indicates a temporary disruption in the sequence caused by a sudden spike.\nActionID: 12"
+        },
+        "3747": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "3748": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3749": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3750": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3751": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3752": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 4.382, 4.382, 4.382) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 4.382, 4.382, 4.382) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.\nActionID: 9"
+        },
+        "3753": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "3754": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3755": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a further drop to -1.56, which significantly deviates from the previous range. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests a complex disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a further drop to -1.56, which significantly deviates from the previous range. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests a complex disruption in the ECG signal.\nActionID: 12"
+        },
+        "3756": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 7 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 7 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3757": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 68, where the value drops sharply to -1.11 and then further to -1.41, followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 68, where the value drops sharply to -1.11 and then further to -1.41, followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+        },
+        "3758": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "3759": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3760": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "3761": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3762": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22) followed by a sharp drop (-0.09) and a significant outlier (-0.51). This is followed by a recovery and a gradual upward drift, indicating a combination of sudden spikes, amplitude anomalies, and drift anomalies. The sharp drop and recovery are particularly indicative of sudden spikes and amplitude anomalies. Additionally, the upward drift suggests a drift anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or other",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22) followed by a sharp drop (-0.09) and a significant outlier (-0.51). This is followed by a recovery and a gradual upward drift, indicating a combination of sudden spikes, amplitude anomalies, and drift anomalies. The sharp drop and recovery are particularly indicative of sudden spikes and amplitude anomalies. Additionally, the upward drift suggests a drift anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or other"
+        },
+        "3763": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3764": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3765": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "3766": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3767": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.16, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.16, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3768": {
+            "Thought": "The time series exhibits a sudden and extreme spike at index 91 (value 0.68) followed by a sharp drop to -0.41 and -0.68, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to the baseline. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme spike at index 91 (value 0.68) followed by a sharp drop to -0.41 and -0.68, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to the baseline. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "3769": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3770": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 33, there is a sudden and significant increase in values, peaking at 52.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 33, there is a sudden and significant increase in values, peaking at 52.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+        },
+        "3771": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.11), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.11), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+        },
+        "3772": {
+            "Thought": "The time series initially exhibits a decreasing trend, followed by a sudden and sharp increase starting at index 23, where the values rise dramatically to a peak (e.g., 10.0, 10.5, 11.0, 11.5, 12.0, 12.5). This is followed by a gradual decline and stabilization. The sharp increase and subsequent stabilization indicate a significant deviation from the original trend, suggesting a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a decreasing trend, followed by a sudden and sharp increase starting at index 23, where the values rise dramatically to a peak (e.g., 10.0, 10.5, 11.0, 11.5, 12.0, 12.5). This is followed by a gradual decline and stabilization. The sharp increase and subsequent stabilization indicate a significant deviation from the original trend, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3773": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1511.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1511.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "3774": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.84, 1.08, 1.32, 1.56, 1.88, 2.08, 2",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.84, 1.08, 1.32, 1.56, 1.88, 2.08, 2"
+        },
+        "3775": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+        },
+        "3776": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3777": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 27, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 27, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3778": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 19, where the value (-1255.98) deviates sharply from the surrounding values, which are generally in the range of -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 19, where the value (-1255.98) deviates sharply from the surrounding values, which are generally in the range of -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3779": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3780": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "3781": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28) followed by a sharp drop (-0.34, -0.58), which disrupts the normal fluctuation pattern. Additionally, there is a significant nonlinear pattern starting around index 85, where the values increase rapidly (e.g., 0.7, 1.0, 1.25, 1.42) and then decrease in a nonlinear manner. This indicates a combination of sudden spikes and nonlinear changes, which are characteristic of abnormal ECG patterns.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28) followed by a sharp drop (-0.34, -0.58), which disrupts the normal fluctuation pattern. Additionally, there is a significant nonlinear pattern starting around index 85, where the values increase rapidly (e.g., 0.7, 1.0, 1.25, 1.42) and then decrease in a nonlinear manner. This indicates a combination of sudden spikes and nonlinear changes, which are characteristic of abnormal ECG patterns.\nActionID: 14"
+        },
+        "3782": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3783": {
+            "Thought": "The value 30.9 at index 5 significantly deviates from the surrounding data points, which mostly range between 24.5 and 27.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 30.9 at index 5 significantly deviates from the surrounding data points, which mostly range between 24.5 and 27.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "3784": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3785": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3786": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3787": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3788": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3789": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.54, -1.7, -1.1, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a sudden and sharp disruption in the sequence. This pattern is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.54, -1.7, -1.1, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a sudden and sharp disruption in the sequence. This pattern is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3790": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "3791": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+        },
+        "3792": {
+            "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden and extreme spike at index 59 (value 0.44), which deviates significantly from the surrounding values. This spike is followed by a return to the previous range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden and extreme spike at index 59 (value 0.44), which deviates significantly from the surrounding values. This spike is followed by a return to the previous range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "3793": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "3794": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3795": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.06, 1.38, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.06, 1.38, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "3796": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values at index 13 (1.38) and index 14 (0.68), deviating sharply from the surrounding values, which are generally in the range of 1.5 to 2.0. This indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 13 (1.38) and index 14 (0.68), deviating sharply from the surrounding values, which are generally in the range of 1.5 to 2.0. This indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3797": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "3798": {
+            "Thought": "The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+        },
+        "3799": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+        },
+        "3800": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "3801": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 3 (-1277.61), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 3 (-1277.61), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "3802": {
+            "Thought": "The sequence exhibits a consistent downward trend with minor fluctuations, but no significant deviations, disruptions, or irregularities are observed. The pattern appears smooth and predictable, consistent with a normal machine-system behavior.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with minor fluctuations, but no significant deviations, disruptions, or irregularities are observed. The pattern appears smooth and predictable, consistent with a normal machine-system behavior.\nActionID: 0"
+        },
+        "3803": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 10, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -3000 to -4000. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 10, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -3000 to -4000. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.\nActionID: 1"
+        },
+        "3804": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.51), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.51), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3805": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, at index 41, there is an extreme outlier (-1.08), which is a Point Anomaly. Later, the sequence shows a gradual upward drift (e.g., from index 50 to 60), indicating a Drift Anomaly. Finally, the sequence stabilizes but exhibits repeated values (e",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, at index 41, there is an extreme outlier (-1.08), which is a Point Anomaly. Later, the sequence shows a gradual upward drift (e.g., from index 50 to 60), indicating a Drift Anomaly. Finally, the sequence stabilizes but exhibits repeated values (e"
+        },
+        "3806": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 20, there is a noticeable downward trend, with values gradually decreasing to around 110-120. This indicates a gradual drift away from the original level, suggesting a systematic deviation from the normal range.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 20, there is a noticeable downward trend, with values gradually decreasing to around 110-120. This indicates a gradual drift away from the original level, suggesting a systematic deviation from the normal range.\nActionID: 11"
+        },
+        "3807": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3808": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.\nActionID: 11"
+        },
+        "3809": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 90,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 90,"
+        },
+        "3810": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+        },
+        "3811": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 66.0, 67.0, 68.0) that disrupt the normal fluctuation pattern of the traffic flow. These repeated values appear at irregular intervals, breaking the expected variability in the sequence.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 66.0, 67.0, 68.0) that disrupt the normal fluctuation pattern of the traffic flow. These repeated values appear at irregular intervals, breaking the expected variability in the sequence.\nActionID: 9"
+        },
+        "3812": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "3813": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3814": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.28, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.28, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "3815": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a drift anomaly. The combination of these behaviors suggests a nonlinear pattern anomaly, as the sequence deviates significantly from its original linear or stable pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a drift anomaly. The combination of these behaviors suggests a nonlinear pattern anomaly, as the sequence deviates significantly from its original linear or stable pattern.\nActionID: 14"
+        },
+        "3816": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "3817": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3818": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 30, the values abruptly transition into a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 30, the values abruptly transition into a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.\nActionID: 10"
+        },
+        "3819": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3820": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3821": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.78 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.78 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "3822": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "3823": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 3.21) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 3.21) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+        },
+        "3824": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "3825": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.38, 2.01, 2.49, 2.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.38, 2.01, 2.49, 2.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+        },
+        "3826": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "3827": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.35 to -1439.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.35 to -1439.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "3828": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "3829": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier"
+        },
+        "3830": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 11, there is a sudden spike to 23.22, which is significantly higher than the surrounding values. Additionally, at index 13, the value drops to 0.0, creating a sudden flatline anomaly. These disruptions indicate a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the most prominent anomaly is the sudden spike at index 11.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 11, there is a sudden spike to 23.22, which is significantly higher than the surrounding values. Additionally, at index 13, the value drops to 0.0, creating a sudden flatline anomaly. These disruptions indicate a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the most prominent anomaly is the sudden spike at index 11.\nActionID: 12"
+        },
+        "3831": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 1.38) and subsequent nonlinear fluctuations. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the exponential-like growth and subsequent irregular fl",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 1.38) and subsequent nonlinear fluctuations. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the exponential-like growth and subsequent irregular fl"
+        },
+        "3832": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 16, there is a noticeable upward shift in the values, with a new range forming around 37-43. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 16, there is a noticeable upward shift in the values, with a new range forming around 37-43. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a change point anomaly.\nActionID: 4"
+        },
+        "3833": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 3 (value 1028.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 3 (value 1028.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3834": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38) starting around index 112, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38) starting around index 112, which deviates from the"
+        },
+        "3835": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.82, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.82, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the"
+        },
+        "3836": {
+            "Thought": "The sequence initially shows a gradual increase in values, followed by a sudden and significant spike at index 16 (11.5), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase in values, followed by a sudden and significant spike at index 16 (11.5), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3837": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to 8.2, deviating from the initial level and indicating a gradual drift away from the normal range. This behavior is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to 8.2, deviating from the initial level and indicating a gradual drift away from the normal range. This behavior is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "3838": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3839": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "3840": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.3, 2.11, 2.56, 2.92) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.3, 2.11, 2.56, 2.92) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "3841": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3842": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.\nActionID: 14"
+        },
+        "3843": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3844": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3845": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3846": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3847": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 20, there is a significant and abrupt drop in values, reaching as low as 23. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying behavior of the system. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 20, there is a significant and abrupt drop in values, reaching as low as 23. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying behavior of the system. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "3848": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "3849": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 48, there is a significant upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 48, there is a significant upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.\nActionID: 14"
+        },
+        "3850": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+        },
+        "3851": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3852": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3853": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.6, 2.52, 3.11, 3.61), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.12 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.6, 2.52, 3.11, 3.61), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.12 to -0"
+        },
+        "3854": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 10, peaking at index 13 (1.04), and then returning to a downward trend. This sharp increase disrupts the overall pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 10, peaking at index 13 (1.04), and then returning to a downward trend. This sharp increase disrupts the overall pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3855": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.72, 1.3, 1.92, 2.11, 2.56) and subsequent nonlinear fluctuations, deviating from the original pattern. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.72, 1.3, 1.92, 2.11, 2.56) and subsequent nonlinear fluctuations, deviating from the original pattern. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to"
+        },
+        "3856": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 193.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 193.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3857": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3858": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3859": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "3860": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3861": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 0.98, 1.18, 1.38, 1.56, 1.76,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 0.98, 1.18, 1.38, 1.56, 1.76,"
+        },
+        "3862": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3863": {
+            "Thought": "The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "3864": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3865": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3866": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "3867": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "3868": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+        },
+        "3869": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "3870": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3871": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "3872": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.6, 2.92, 4.06) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.6, 2.92, 4.06) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "3873": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 90, there is a sudden and extreme drop to -1.05 and -1.34, followed by a recovery. This abrupt and significant deviation from the expected range indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data as it may signify a significant cardiac event.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 90, there is a sudden and extreme drop to -1.05 and -1.34, followed by a recovery. This abrupt and significant deviation from the expected range indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data as it may signify a significant cardiac event.\nActionID: 12"
+        },
+        "3874": {
+            "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 11 and 13.0 at index 18) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 11 and 13.0 at index 18) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.\nActionID: 8"
+        },
+        "3875": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -1255.0 to -1399.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -1255.0 to -1399.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "3876": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.09, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.11). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but shows",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.09, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.11). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but shows"
+        },
+        "3877": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08, 2",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08, 2"
+        },
+        "3878": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "3879": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "3880": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 20 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 20 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+        },
+        "3881": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1337.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1337.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3882": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 33, there is a noticeable downward trend, with values gradually decreasing and stabilizing at a lower range (approximately 4.0 to 4.5). This indicates a gradual drift away from the original level, suggesting a systematic deviation over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 33, there is a noticeable downward trend, with values gradually decreasing and stabilizing at a lower range (approximately 4.0 to 4.5). This indicates a gradual drift away from the original level, suggesting a systematic deviation over time.\nActionID: 11"
+        },
+        "3883": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a"
+        },
+        "3884": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3885": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "3886": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase starting at index 16, where the values jump from around -1.0 to 0.0 and then continue to rise significantly. This abrupt change in the long-term trend indicates a sudden shift in the trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase starting at index 16, where the values jump from around -1.0 to 0.0 and then continue to rise significantly. This abrupt change in the long-term trend indicates a sudden shift in the trajectory of the time series.\nActionID: 3"
+        },
+        "3887": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "3888": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.78, -1.02). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.78, -1.02). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally"
+        },
+        "3889": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "3890": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests significant disruptions in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests significant disruptions in the ECG signal.\nActionID: 12"
+        },
+        "3891": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 92 (value 0.63), followed by a sharp drop to -0.68 and -1.06, which significantly deviates from the surrounding values. This indicates a sudden and extreme disruption in the sequence, characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 92 (value 0.63), followed by a sharp drop to -0.68 and -1.06, which significantly deviates from the surrounding values. This indicates a sudden and extreme disruption in the sequence, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3892": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "3893": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3894": {
+            "Thought": "The value 1565.0 at index 16 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1300. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 1565.0 at index 16 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1300. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+        },
+        "3895": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "3896": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "3897": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 6.9 and steadily increase, with some fluctuations, to around 8.2. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 6.9 and steadily increase, with some fluctuations, to around 8.2. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3898": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+        },
+        "3899": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.5, 2.5, 3.11, 3.61), which deviates from the earlier pattern. This is followed by a sharp decline and a gradual drift downward (e.g., -0.22 to -0.92). The sequence also shows irregular fluctuations and disruptions in",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.5, 2.5, 3.11, 3.61), which deviates from the earlier pattern. This is followed by a sharp decline and a gradual drift downward (e.g., -0.22 to -0.92). The sequence also shows irregular fluctuations and disruptions in"
+        },
+        "3900": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with a gradual increase and decrease, followed by a flatline-like behavior with minimal fluctuations around zero. However, starting at index 64, there is a sudden and significant spike in values, reaching a peak of 1.64, followed by a rapid decline and oscillations. This behavior deviates from the expected ECG pattern and indicates a sudden disruption in the sequence. The spike and subsequent oscillations suggest a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with a gradual increase and decrease, followed by a flatline-like behavior with minimal fluctuations around zero. However, starting at index 64, there is a sudden and significant spike in values, reaching a peak of 1.64, followed by a rapid decline and oscillations. This behavior deviates from the expected ECG pattern and indicates a sudden disruption in the sequence. The spike and subsequent oscillations suggest a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "3901": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "3902": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3903": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 11 (-2457.91), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 11 (-2457.91), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3904": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a nonlinear pattern that deviates from a linear trend. This indicates a significant deviation from the original linear or smooth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a nonlinear pattern that deviates from a linear trend. This indicates a significant deviation from the original linear or smooth pattern.\nActionID: 14"
+        },
+        "3905": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.34, -1.08). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 0.98, 1.08, 1.28, 1.48, 1.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.34, -1.08). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 0.98, 1.08, 1.28, 1.48, 1."
+        },
+        "3906": {
+            "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "3907": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-2455.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-2455.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is a clear anomaly.\nActionID: 1"
+        },
+        "3908": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 2.0, 3.61, 4.81), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 2.0, 3.61, 4.81), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic"
+        },
+        "3909": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the sharp drop to -0.7 and -0.86, and later a spike to 0.23 and 0.43. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The irregularities suggest a combination of sudden spikes and potential pattern changes.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the sharp drop to -0.7 and -0.86, and later a spike to 0.23 and 0.43. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The irregularities suggest a combination of sudden spikes and potential pattern changes.\nActionID: 7"
+        },
+        "3910": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 120-130 to a much higher range of 150-160. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 120-130 to a much higher range of 150-160. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "3911": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3912": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+        },
+        "3913": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "3914": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+        },
+        "3915": {
+            "Thought": "The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The sequence appears to follow a consistent trend with minor variations, which are typical for sensor data in an environmental context. There is no clear evidence of anomalies such as spikes, flatlines, or distributional changes.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The sequence appears to follow a consistent trend with minor variations, which are typical for sensor data in an environmental context. There is no clear evidence of anomalies such as spikes, flatlines, or distributional changes.\nActionID: 0"
+        },
+        "3916": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+        },
+        "3917": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 47 and 0.23 at index 56), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 47 and 0.23 at index 56), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+        },
+        "3918": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "3919": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 43, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 43, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "3920": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3921": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 20 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3922": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.3, 12.28) amidst a majority of zeros, disrupting the otherwise flat pattern. These isolated spikes appear irregularly and do not follow a consistent pattern, indicating sparse anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.3, 12.28) amidst a majority of zeros, disrupting the otherwise flat pattern. These isolated spikes appear irregularly and do not follow a consistent pattern, indicating sparse anomalies.\nActionID: 8"
+        },
+        "3923": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3924": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1051.5, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1051.5, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3925": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3926": {
+            "Thought": "The time series initially exhibits a gradual upward trend, followed by a sudden flatline at 0.04 from index 13 to 15, disrupting the normal fluctuation pattern. Afterward, the sequence resumes its upward trend but with some irregularities, including a sudden drop at index 31 (0.18) and subsequent fluctuations. The flatline at 0.04 is the most prominent anomaly, as it represents a sudden loss of normal fluctuations.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a sudden flatline at 0.04 from index 13 to 15, disrupting the normal fluctuation pattern. Afterward, the sequence resumes its upward trend but with some irregularities, including a sudden drop at index 31 (0.18) and subsequent fluctuations. The flatline at 0.04 is the most prominent anomaly, as it represents a sudden loss of normal fluctuations.\nActionID: 10"
+        },
+        "3927": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.126 at index 11 and 0.132 at index 27) and abrupt drops (e.g., 0.006 at index 13 and 0.001 at index 14). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.126 at index 11 and 0.132 at index 27) and abrupt drops (e.g., 0.006 at index 13 and 0.001 at index 14). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.\nActionID: 12"
+        },
+        "3928": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "3929": {
+            "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "3930": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+        },
+        "3931": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "3932": {
+            "Thought": "The sequence exhibits a sudden flatline at index 53 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuations of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 53 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuations of the time series.\nActionID: 10"
+        },
+        "3933": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "3934": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "3935": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 11, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3936": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3937": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "3938": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+        },
+        "3939": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.58, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.58, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,"
+        },
+        "3940": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then gradually recovers and stabilizes, but the earlier disruptions are the most prominent anomalies.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then gradually recovers and stabilizes, but the earlier disruptions are the most prominent anomalies.\nActionID: 1"
+        },
+        "3941": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "3942": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 11 (-1.28) and index 12 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp rise at index 87 (1.38) and index 88 (1.58), followed by a return to normal levels. These sudden spikes and drops disrupt the normal ECG pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 11 (-1.28) and index 12 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp rise at index 87 (1.38) and index 88 (1.58), followed by a return to normal levels. These sudden spikes and drops disrupt the normal ECG pattern.\nActionID: 12"
+        },
+        "3943": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3944": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3945": {
+            "Thought": "The sequence exhibits multiple anomalies. There are sudden flatlines of zeros (e.g., at indices 12-13 and 26-27), disrupting the normal fluctuations. Additionally, there are repeated values (e.g., 1.36 at indices 12-13 and 26-27) that deviate from the expected variability. These patterns indicate a combination of Sudden Flatline Anomaly and Repeated Value Anomaly. However, the dominant anomaly is the repeated values disrupting the sequence.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. There are sudden flatlines of zeros (e.g., at indices 12-13 and 26-27), disrupting the normal fluctuations. Additionally, there are repeated values (e.g., 1.36 at indices 12-13 and 26-27) that deviate from the expected variability. These patterns indicate a combination of Sudden Flatline Anomaly and Repeated Value Anomaly. However, the dominant anomaly is the repeated values disrupting the sequence.\nActionID: 9"
+        },
+        "3946": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 72, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 72, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "3947": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude (e.g., 0.2, 0.46, 0.62, -0.52, -0.72) around index 100, which suggests an Amplitude Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude (e.g., 0.2, 0.46, 0.62, -0.52, -0.72) around index 100, which suggests an Amplitude Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part"
+        },
+        "3948": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.37 at index 27), abrupt drops (e.g., -125.11 at index 28), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.37 at index 27), abrupt drops (e.g., -125.11 at index 28), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.\nActionID: 8"
+        },
+        "3949": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,"
+        },
+        "3950": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3951": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 19, there is a sudden flatline of zeros, indicating a Sudden Flatline Anomaly. Following this, the sequence transitions into a gradual downward drift, with values becoming increasingly negative, indicating a Drift Anomaly. Finally, at index 47, there is an extreme outlier (-1.08), which is a Sudden Spike Anomaly. These anomalies collectively disrupt the normal pattern of the time series.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 19, there is a sudden flatline of zeros, indicating a Sudden Flatline Anomaly. Following this, the sequence transitions into a gradual downward drift, with values becoming increasingly negative, indicating a Drift Anomaly. Finally, at index 47, there is an extreme outlier (-1.08), which is a Sudden Spike Anomaly. These anomalies collectively disrupt the normal pattern of the time series.\nActionID: 12"
+        },
+        "3952": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant outlier (0.28, 0.61) followed by a drastic drop to -1.11 and -1.43, indicating a sudden spike anomaly. Later, the sequence shows a nonlinear growth pattern (e.g., 0.94, 1.9, 2.92, 3.61) and then transitions into a gradual decline, suggesting a non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant outlier (0.28, 0.61) followed by a drastic drop to -1.11 and -1.43, indicating a sudden spike anomaly. Later, the sequence shows a nonlinear growth pattern (e.g., 0.94, 1.9, 2.92, 3.61) and then transitions into a gradual decline, suggesting a non"
+        },
+        "3953": {
+            "Thought": "The sequence exhibits a sudden and significant deviation at index 3, where the value jumps to 0.24, which is much higher than the surrounding values that are all negative and within a similar range. This isolated spike disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant deviation at index 3, where the value jumps to 0.24, which is much higher than the surrounding values that are all negative and within a similar range. This isolated spike disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "3954": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 10, there is a sudden spike (2.26) that deviates significantly from the surrounding values. Additionally, at index 23, there is a repeated value (2.26) that disrupts the normal fluctuation pattern. These anomalies are indicative of both a sudden spike and repeated value anomaly. However, the repeated value anomaly is more prominent as it spans multiple consecutive points.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, there is a sudden spike (2.26) that deviates significantly from the surrounding values. Additionally, at index 23, there is a repeated value (2.26) that disrupts the normal fluctuation pattern. These anomalies are indicative of both a sudden spike and repeated value anomaly. However, the repeated value anomaly is more prominent as it spans multiple consecutive points.\nActionID: 9"
+        },
+        "3955": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1427.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1427.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3956": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity and amplitude, such as the sudden increase in values around indices 10-13 and 50-53, which deviate from the expected periodic behavior. This indicates a disruption in the original periodic pattern.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity and amplitude, such as the sudden increase in values around indices 10-13 and 50-53, which deviate from the expected periodic behavior. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+        },
+        "3957": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3958": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "3959": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+        },
+        "3960": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 72 (0.78) and peaking at index 77 (3.11), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift downward in the later part, particularly from index 80 onward,",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 72 (0.78) and peaking at index 77 (3.11), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift downward in the later part, particularly from index 80 onward,"
+        },
+        "3961": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.32, 1.68, 2.08, 2.36) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.32, 1.68, 2.08, 2.36) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also"
+        },
+        "3962": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3963": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3964": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+        },
+        "3965": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "3966": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -0.71 and -1.06 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.51 and subsequent fluctuations. These deviations disrupt the normal ECG pattern, indicating a potential anomaly in the signal. The irregularities are not isolated to a single point but occur in segments, suggesting a Continuous Segment Anomaly.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -0.71 and -1.06 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.51 and subsequent fluctuations. These deviations disrupt the normal ECG pattern, indicating a potential anomaly in the signal. The irregularities are not isolated to a single point but occur in segments, suggesting a Continuous Segment Anomaly.\nActionID: 13"
+        },
+        "3967": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.06) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.06) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "3968": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "3969": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "3970": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.38, 1.56) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.38, 1.56) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "3971": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "3972": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic zeros and negative values, followed by a sudden spike to 1.0 at index 20, which is an extreme outlier. Afterward, the sequence transitions into a flatline of zeros starting at index 23, indicating a sudden flatline anomaly. Finally, the sequence ends with a sharp drop to 0.0 at index 27, which is another sudden flatline anomaly. These patterns suggest a combination of sparse anomalies, sudden spikes, and sudden flatline anomalies.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic zeros and negative values, followed by a sudden spike to 1.0 at index 20, which is an extreme outlier. Afterward, the sequence transitions into a flatline of zeros starting at index 23, indicating a sudden flatline anomaly. Finally, the sequence ends with a sharp drop to 0.0 at index 27, which is another sudden flatline anomaly. These patterns suggest a combination of sparse anomalies, sudden spikes, and sudden flatline anomalies.\nActionID: 10"
+        },
+        "3973": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3974": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3975": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend with periodic rises and falls, indicating normal behavior for the given domain of Server-YAHOO.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend with periodic rises and falls, indicating normal behavior for the given domain of Server-YAHOO.\nActionID: 0"
+        },
+        "3976": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "3977": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "3978": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24, 0.56, -0.44, -0.72). Later, there is a nonlinear pattern with exponential growth (e.g., 0.84, 1.44, 1.96, 2.28, 2.56) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24, 0.56, -0.44, -0.72). Later, there is a nonlinear pattern with exponential growth (e.g., 0.84, 1.44, 1.96, 2.28, 2.56) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals"
+        },
+        "3979": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 24 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 24 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3980": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.72, -1.92, -1.61) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.72 to -1.61. These patterns suggest a combination of Sudden Spike Anomalies and Continuous Segment Anomalies. However, the most prominent anomaly is the sudden extreme drops, which dominate the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.72, -1.92, -1.61) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.72 to -1.61. These patterns suggest a combination of Sudden Spike Anomalies and Continuous Segment Anomalies. However, the most prominent anomaly is the sudden extreme drops, which dominate the sequence.\nActionID: 12"
+        },
+        "3981": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3982": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "3983": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 30 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 30 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence.\nActionID: 12"
+        },
+        "3984": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 76 (value 0.21) and a subsequent sharp drop at index 77 (value -1.28), followed by a recovery. This sudden spike and drop disrupt the sequence temporarily, indicating a significant anomaly. Given the domain of Healthcare-ECG, this could represent an abnormal cardiac event such as a sudden arrhythmia or artifact.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 76 (value 0.21) and a subsequent sharp drop at index 77 (value -1.28), followed by a recovery. This sudden spike and drop disrupt the sequence temporarily, indicating a significant anomaly. Given the domain of Healthcare-ECG, this could represent an abnormal cardiac event such as a sudden arrhythmia or artifact.\nActionID: 12"
+        },
+        "3985": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "3986": {
+            "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial. There are no indications of anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial. There are no indications of anomalies.\nActionID: 0"
+        },
+        "3987": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.5, 2.7, 3.66, 4.31) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -1.58), which is indic",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.5, 2.7, 3.66, 4.31) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -1.58), which is indic"
+        },
+        "3988": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3989": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.3, 2.01, 2.36, 2.56, 2.72), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.3, 2.01, 2.36, 2.56, 2.72), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0"
+        },
+        "3990": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "3991": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "3992": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12760.0) from index 23 to 25, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12760.0) from index 23 to 25, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "3993": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3994": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "3995": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden and extreme drop to -1.28, followed by a recovery and then a gradual upward drift. This indicates a combination of a Sudden Spike Anomaly and a Drift Anomaly. Additionally, the sequence later shows nonlinear growth patterns, particularly in the segment from index 115 onward, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies could represent significant disruptions in the ECG signal, such as arrhythmias or other cardiac events.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden and extreme drop to -1.28, followed by a recovery and then a gradual upward drift. This indicates a combination of a Sudden Spike Anomaly and a Drift Anomaly. Additionally, the sequence later shows nonlinear growth patterns, particularly in the segment from index 115 onward, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies could represent significant disruptions in the ECG signal, such as arrhythmias or other cardiac events.\nActionID:"
+        },
+        "3996": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "3997": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74, 2.08) starting around index 90,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74, 2.08) starting around index 90,"
+        },
+        "3998": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "3999": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.5, 2.3, 2.66, 3.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02 to -0.2",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.5, 2.3, 2.66, 3.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02 to -0.2"
+        },
+        "4000": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 72, where the value spikes to 0.58 and then drops sharply to -0.78 and -1.06, before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before stabilizing. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 72, where the value spikes to 0.58 and then drops sharply to -0.78 and -1.06, before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before stabilizing. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+        },
+        "4001": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08, 0.11), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08, 0.11), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption"
+        },
+        "4002": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4003": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a spike at index 74 (0.28) and a sharp drop at index 75 (-0.48), followed by a significant outlier at index 76 (-1.28). These abrupt changes deviate significantly from the surrounding pattern, indicating a disruption in the sequence. Additionally, the sequence does not return to a stable baseline immediately after these anomalies, suggesting a combination of sudden spikes and irregularities.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a spike at index 74 (0.28) and a sharp drop at index 75 (-0.48), followed by a significant outlier at index 76 (-1.28). These abrupt changes deviate significantly from the surrounding pattern, indicating a disruption in the sequence. Additionally, the sequence does not return to a stable baseline immediately after these anomalies, suggesting a combination of sudden spikes and irregularities.\nActionID: 12"
+        },
+        "4004": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the overall trend exhibits a gradual drift downward, deviating from the initial level of fluctuation. This indicates a gradual drift away from the normal level.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the overall trend exhibits a gradual drift downward, deviating from the initial level of fluctuation. This indicates a gradual drift away from the normal level.\nActionID: 11"
+        },
+        "4005": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to extreme negative values (e.g., -1.42, -1.59). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to extreme negative values (e.g., -1.42, -1.59). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal."
+        },
+        "4006": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to 0.58 to -0.48 to -1.08). Later, there is a nonlinear pattern with exponential growth (e.g., 0.1 to 1.38) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to 0.58 to -0.48 to -1.08). Later, there is a nonlinear pattern with exponential growth (e.g., 0.1 to 1.38) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+        },
+        "4007": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), and the sequence does not follow a consistent trend or distribution. These characteristics suggest a disruption in the normal behavior of the sensor data, likely due to environmental or sensor-related anomalies. The overall pattern appears to deviate from a stable or predictable form.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), and the sequence does not follow a consistent trend or distribution. These characteristics suggest a disruption in the normal behavior of the sensor data, likely due to environmental or sensor-related anomalies. The overall pattern appears to deviate from a stable or predictable form.\nActionID: 7"
+        },
+        "4008": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68, 4.09) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68, 4.09) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows"
+        },
+        "4009": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline starting at index 20, reaching a low of 3.16. After this, the sequence stabilizes into a fluctuating pattern around 3.0, with minor variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline starting at index 20, reaching a low of 3.16. After this, the sequence stabilizes into a fluctuating pattern around 3.0, with minor variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "4010": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant and nonlinear increase in values, with the sequence transitioning into a steep upward trend. This indicates a deviation from the original linear or stable pattern, suggesting a nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant and nonlinear increase in values, with the sequence transitioning into a steep upward trend. This indicates a deviation from the original linear or stable pattern, suggesting a nonlinear growth pattern.\nActionID: 14"
+        },
+        "4011": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (0.52) followed by a sharp drop to -0.48 and -0.66, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (0.52) followed by a sharp drop to -0.48 and -0.66, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward"
+        },
+        "4012": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 31, there is a sudden and significant drop in values, deviating from the expected pattern. This abrupt change disrupts the statistical properties of the sequence, indicating a potential anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 31, there is a sudden and significant drop in values, deviating from the expected pattern. This abrupt change disrupts the statistical properties of the sequence, indicating a potential anomaly.\nActionID: 4"
+        },
+        "4013": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4014": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 35-40. However, starting at index 10, there is a sudden and significant increase in values, peaking at 55.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 35-40. However, starting at index 10, there is a sudden and significant increase in values, peaking at 55.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "4015": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "4016": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 100.0 and eventually reaching 74.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 100.0 and eventually reaching 74.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "4017": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1535.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1535.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4018": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4019": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4020": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 29.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 29.\nActionID: 12"
+        },
+        "4021": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "4022": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "4023": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4024": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.36, 1.52, 1.74, 1.96, 2.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.36, 1.52, 1.74, 1.96, 2."
+        },
+        "4025": {
+            "Thought": "The time series exhibits a gradual upward drift in values, starting from around -8.3 and moving toward -6.8. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings. The drift is not abrupt but rather progressive, which is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, starting from around -8.3 and moving toward -6.8. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings. The drift is not abrupt but rather progressive, which is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "4026": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 93 (-1.38) and index 94 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 93 (-1.38) and index 94 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4027": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.09) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.09) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "4028": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.55 followed by a steep drop to -0.78 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.55 followed by a steep drop to -0.78 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "4029": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the"
+        },
+        "4030": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with exponential growth (e.g., 0.27 to 5.11) and subsequent decay. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with exponential growth (e.g., 0.27 to 5.11) and subsequent decay. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+        },
+        "4031": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 1365.01), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 1365.01), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4032": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4033": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4034": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuations. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.56. These patterns indicate a combination of Drift Anomaly, Sudden Flatline Anomaly, and Amplitude Anomaly. However, the most prominent anomaly is the sudden upward drift in the latter part of the sequence.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuations. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.56. These patterns indicate a combination of Drift Anomaly, Sudden Flatline Anomaly, and Amplitude Anomaly. However, the most prominent anomaly is the sudden upward drift in the latter part of the sequence.\nActionID: 11"
+        },
+        "4035": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a potential drift or nonlinear behavior in the pattern. This deviation from the expected smooth trend suggests a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a potential drift or nonlinear behavior in the pattern. This deviation from the expected smooth trend suggests a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4036": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12650.0) from index 8 to 10, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12650.0) from index 8 to 10, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "4037": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4038": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.56, -0.55, and -1.11. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.56, -0.55, and -1.11. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+        },
+        "4039": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4040": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "4041": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26, 2.46), followed by a gradual downward drift (e.g., -0.05 to -0.34), indicating a Drift Anomaly. Additionally, the sequence shows non",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26, 2.46), followed by a gradual downward drift (e.g., -0.05 to -0.34), indicating a Drift Anomaly. Additionally, the sequence shows non"
+        },
+        "4042": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "4043": {
+            "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 1 and 13.0 at index 11), abrupt drops (e.g., 0.0 at index 13), and inconsistent fluctuations. These anomalies disrupt the normal pattern and indicate isolated irregularities in the time series. The presence of these sporadic deviations suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 1 and 13.0 at index 11), abrupt drops (e.g., 0.0 at index 13), and inconsistent fluctuations. These anomalies disrupt the normal pattern and indicate isolated irregularities in the time series. The presence of these sporadic deviations suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "4044": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern at index 11, where the value jumps to 0.28 and then to 0.51, followed by a sharp drop to -0.48 and -1.21. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and extreme anomaly. Such behavior is often observed in ECG data during irregular heartbeats or arrhythmias.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at index 11, where the value jumps to 0.28 and then to 0.51, followed by a sharp drop to -0.48 and -1.21. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and extreme anomaly. Such behavior is often observed in ECG data during irregular heartbeats or arrhythmias.\nActionID: 12"
+        },
+        "4045": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4046": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 55.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 55.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.\nActionID: 3"
+        },
+        "4047": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4048": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16). This is indicative of a Sudden Spike Anomaly. Additionally, at index 39, there is an extreme outlier (-1.38), which is a Point Anomaly. Later, from index 96 onward, the sequence shows a nonlinear growth pattern (e.g., 0.24, 0.42, 0.56, 0.7",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16). This is indicative of a Sudden Spike Anomaly. Additionally, at index 39, there is an extreme outlier (-1.38), which is a Point Anomaly. Later, from index 96 onward, the sequence shows a nonlinear growth pattern (e.g., 0.24, 0.42, 0.56, 0.7"
+        },
+        "4049": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting at index 27, which disrupts the overall pattern. This indicates a significant change in the long-term trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting at index 27, which disrupts the overall pattern. This indicates a significant change in the long-term trajectory of the time series.\nActionID: 3"
+        },
+        "4050": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4051": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 14 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 14 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4052": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4053": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 59, there is a significant spike (0.72) followed by a sharp drop (-0.44 and -0.94), indicating sudden spikes and drops. Additionally, the sequence transitions into a nonlinear growth pattern toward the end, with values increasing exponentially (e.g., 0.9, 1.24, 1.44, 1.68). This combination of sudden spikes, drops",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 59, there is a significant spike (0.72) followed by a sharp drop (-0.44 and -0.94), indicating sudden spikes and drops. Additionally, the sequence transitions into a nonlinear growth pattern toward the end, with values increasing exponentially (e.g., 0.9, 1.24, 1.44, 1.68). This combination of sudden spikes, drops",
+            "ParseError": "unrecognized_action_id"
+        },
+        "4054": {
+            "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of zeros starting at index 20, which persists for a significant duration. Afterward, the sequence resumes with fluctuations but shows a gradual upward drift. The flatline of zeros disrupts the normal fluctuation pattern, indicating a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of zeros starting at index 20, which persists for a significant duration. Afterward, the sequence resumes with fluctuations but shows a gradual upward drift. The flatline of zeros disrupts the normal fluctuation pattern, indicating a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "4055": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual rise and fall in values. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend around index 30-40 and the irregularities in the amplitude of the periodic cycles. This indicates a disruption in the original periodic pattern.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual rise and fall in values. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend around index 30-40 and the irregularities in the amplitude of the periodic cycles. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+        },
+        "4056": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "4057": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4058": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a sudden drop starting around index 16, where the values decrease significantly and stabilize at a lower range. This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a sudden drop starting around index 16, where the values decrease significantly and stabilize at a lower range. This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "4059": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 26 (value 0.216), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 26 (value 0.216), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4060": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original stable trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original stable trend.\nActionID: 14"
+        },
+        "4061": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.56 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.56 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "4062": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.\nActionID: 2"
+        },
+        "4063": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "4064": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 48 to 56, values increase from 0.06 to 0.28), which is characteristic of a Drift Anomaly. Toward the end, there is another sharp drop (e.g., -0.72, -",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 48 to 56, values increase from 0.06 to 0.28), which is characteristic of a Drift Anomaly. Toward the end, there is another sharp drop (e.g., -0.72, -"
+        },
+        "4065": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "4066": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "4067": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.96) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.96) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "4068": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 112, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 112, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "4069": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 130-140. However, starting at index 27, there is a sudden and significant increase in values, peaking at 175.25, followed by a gradual decline and stabilization at a higher range (around 150-160). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 130-140. However, starting at index 27, there is a sudden and significant increase in values, peaking at 175.25, followed by a gradual decline and stabilization at a higher range (around 150-160). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.\nActionID: 4"
+        },
+        "4070": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "4071": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic isolated high values (e.g., 1.36, 1.38, 1.37) that deviate from the surrounding zeros, indicating sparse anomalies. Later, there is a segment of repeated values (e.g., 1.36, 1.38) that disrupts the normal fluctuation pattern, indicating repeated value anomalies. Additionally, the sequence transitions into a flatline of zeros intermittently, suggesting a sudden flatline anomaly. These combined patterns indicate a complex anomaly involving sparse, repeated, and flatline behavior.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic isolated high values (e.g., 1.36, 1.38, 1.37) that deviate from the surrounding zeros, indicating sparse anomalies. Later, there is a segment of repeated values (e.g., 1.36, 1.38) that disrupts the normal fluctuation pattern, indicating repeated value anomalies. Additionally, the sequence transitions into a flatline of zeros intermittently, suggesting a sudden flatline anomaly. These combined patterns indicate a complex anomaly involving sparse, repeated, and flatline behavior.\nActionID: 8"
+        },
+        "4072": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "4073": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal flatline pattern and introduces a new fluctuating pattern with negative values. This indicates a sudden change in the statistical properties of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal flatline pattern and introduces a new fluctuating pattern with negative values. This indicates a sudden change in the statistical properties of the sequence.\nActionID: 4"
+        },
+        "4074": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4075": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 23, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 23, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "4076": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a negative range, then transition into a sharp positive trend, followed by a nonlinear oscillation and a gradual decline. This behavior indicates a deviation from any consistent linear or periodic pattern, suggesting a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a negative range, then transition into a sharp positive trend, followed by a nonlinear oscillation and a gradual decline. This behavior indicates a deviation from any consistent linear or periodic pattern, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4077": {
+            "Thought": "The sequence exhibits a sudden and significant drop to 0.0 at index 37, which is an abrupt deviation from the surrounding values. This flatline behavior disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential recovery or shift in the statistical properties. The flatline at index 37 is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop to 0.0 at index 37, which is an abrupt deviation from the surrounding values. This flatline behavior disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential recovery or shift in the statistical properties. The flatline at index 37 is the most prominent anomaly.\nActionID: 10"
+        },
+        "4078": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 52.28), which deviates sharply from the surrounding values that generally range between 32 and 42. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 52.28), which deviates sharply from the surrounding values that generally range between 32 and 42. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4079": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "4080": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "4081": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp drop to -1.2 and -1.46, and later a spike to 0.27 and 0.51. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp drop to -1.2 and -1.46, and later a spike to 0.27 and 0.51. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4082": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4083": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 51 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a flatline of repeated values (1.36) from index 52 to 55, indicating a sudden flatline anomaly. Finally, the sequence resumes normal fluctuations. The most prominent anomaly is the sudden spike at index 51.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 51 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a flatline of repeated values (1.36) from index 52 to 55, indicating a sudden flatline anomaly. Finally, the sequence resumes normal fluctuations. The most prominent anomaly is the sudden spike at index 51.\nActionID: 12"
+        },
+        "4084": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden drops (e.g., from 6.2 to 5.86 and from 6.2 to 5.6), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the expected pattern and suggest a significant anomaly in the sequence. The irregularities are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden drops (e.g., from 6.2 to 5.86 and from 6.2 to 5.6), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the expected pattern and suggest a significant anomaly in the sequence. The irregularities are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.\nActionID: 13"
+        },
+        "4085": {
+            "Thought": "The time series shows a sudden and significant increase in values starting at index 4, where the values jump from the range of approximately 30-35 to a much higher range (e.g., 43.8, 50.8, 53.8, 55.8, 57.8, etc.). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the sequence. After this segment, the values return to a more stable range, suggesting a temporary disruption. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a sudden and significant increase in values starting at index 4, where the values jump from the range of approximately 30-35 to a much higher range (e.g., 43.8, 50.8, 53.8, 55.8, 57.8, etc.). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the sequence. After this segment, the values return to a more stable range, suggesting a temporary disruption. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4086": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (0.46) followed by a sharp drop to -0.48 and -0.68, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (0.46) followed by a sharp drop to -0.48 and -0.68, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward"
+        },
+        "4087": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4088": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12651.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12651.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "4089": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4090": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 19, where the values jump from the range of approximately 30-35 to a higher range of 40-45. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After index 25, the values return to the original range, suggesting a temporary disruption. This is indicative of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 19, where the values jump from the range of approximately 30-35 to a higher range of 40-45. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After index 25, the values return to the original range, suggesting a temporary disruption. This is indicative of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4091": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "4092": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4093": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -2452.35 to -2603.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -2452.35 to -2603.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "4094": {
+            "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and significant spike in values, reaching as high as 0.52, followed by a return to the baseline. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates sharply before returning to normal. Such anomalies are often observed in ECG data due to transient events like noise or physiological irregularities.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and significant spike in values, reaching as high as 0.52, followed by a return to the baseline. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates sharply before returning to normal. Such anomalies are often observed in ECG data due to transient events like noise or physiological irregularities.\nActionID: 12"
+        },
+        "4095": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the"
+        },
+        "4096": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 56 to 70), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows repeated values (e.g., 0.0, 0.01) disrupting the normal fluct",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 56 to 70), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows repeated values (e.g., 0.0, 0.01) disrupting the normal fluct"
+        },
+        "4097": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 10, where the values transition from a relatively stable range to a sharp increase, peaking at index 13 (1.38), followed by a rapid decline and oscillation. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal pattern before returning to a more stable range. Additionally, the sharp rise and fall in the latter part of the sequence suggest a disruption in the ECG signal, which could be indicative of an abnormal event in the healthcare domain.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 10, where the values transition from a relatively stable range to a sharp increase, peaking at index 13 (1.38), followed by a rapid decline and oscillation. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal pattern before returning to a more stable range. Additionally, the sharp rise and fall in the latter part of the sequence suggest a disruption in the ECG signal, which could be indicative of an abnormal event in the healthcare domain.\nActionID: 12"
+        },
+        "4098": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 43, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 43, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+        },
+        "4099": {
+            "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, there is a sudden and extreme drop to -11.0, followed by a rapid recovery and subsequent fluctuations. This sudden and sharp deviation from the expected pattern indicates a significant anomaly. The extreme drop and recovery suggest a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, there is a sudden and extreme drop to -11.0, followed by a rapid recovery and subsequent fluctuations. This sudden and sharp deviation from the expected pattern indicates a significant anomaly. The extreme drop and recovery suggest a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4100": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "4101": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4102": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4103": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4104": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -0.99, followed by a further drop to -1.28. This is followed by a recovery and a gradual upward drift, indicating a significant deviation from the normal pattern. The extreme drop and subsequent recovery suggest a sudden spike anomaly, which is common in ECG data due to artifacts or irregular heartbeats.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -0.99, followed by a further drop to -1.28. This is followed by a recovery and a gradual upward drift, indicating a significant deviation from the normal pattern. The extreme drop and subsequent recovery suggest a sudden spike anomaly, which is common in ECG data due to artifacts or irregular heartbeats.\nActionID: 12"
+        },
+        "4105": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting from index 39, the sequence transitions into a flatline of repeated values (1.36) with minimal variation, indicating a loss of normal fluctuations. This sudden flatline behavior is indicative of an anomaly in the sensor readings.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting from index 39, the sequence transitions into a flatline of repeated values (1.36) with minimal variation, indicating a loss of normal fluctuations. This sudden flatline behavior is indicative of an anomaly in the sensor readings.\nActionID: 10"
+        },
+        "4106": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4107": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 43, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (-1.02, -1.22). This indicates a sudden spike anomaly. Additionally, the sequence later transitions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 43, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (-1.02, -1.22). This indicates a sudden spike anomaly. Additionally, the sequence later transitions"
+        },
+        "4108": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "4109": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26), followed by a gradual downward drift (e.g., -0.09 to -0.52), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26), followed by a gradual downward drift (e.g., -0.09 to -0.52), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns,"
+        },
+        "4110": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+        },
+        "4111": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.21, 0.46) followed by a sharp drop (-0.49, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.21, 0.46) followed by a sharp drop (-0.49, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "4112": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "4113": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4114": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4115": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are sporadic isolated high values (e.g., 12.6, 12.7, 12.5, 12.3, 12.2, 12.1, 12.0) that appear intermittently. These isolated spikes disrupt the otherwise flat pattern, indicating occasional anomalous behavior.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are sporadic isolated high values (e.g., 12.6, 12.7, 12.5, 12.3, 12.2, 12.1, 12.0) that appear intermittently. These isolated spikes disrupt the otherwise flat pattern, indicating occasional anomalous behavior.\nActionID: 8"
+        },
+        "4116": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4117": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.14 to 0.46 to -0.48 to -0.64). Later, there is a nonlinear pattern with rapid changes in amplitude (e.g., 0.14 to 0.46 to -0.48 to -0.64). These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.14 to 0.46 to -0.48 to -0.64). Later, there is a nonlinear pattern with rapid changes in amplitude (e.g., 0.14 to 0.46 to -0.48 to -0.64). These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs."
+        },
+        "4118": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original"
+        },
+        "4119": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4120": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4121": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -0.79). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -0.79). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the anomaly.\nActionID: 12"
+        },
+        "4122": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4123": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4124": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "4125": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "4126": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4127": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 21, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 21, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "4128": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.58 to -1.21), followed by a recovery to a stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.21), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.58 to -1.21), followed by a recovery to a stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.21), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the"
+        },
+        "4129": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.33) amidst a majority of zeros, indicating occasional anomalous patterns in an otherwise flat sequence. These isolated spikes disrupt the normal behavior of the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.33) amidst a majority of zeros, indicating occasional anomalous patterns in an otherwise flat sequence. These isolated spikes disrupt the normal behavior of the time series.\nActionID: 8"
+        },
+        "4130": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 13, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 13, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4131": {
+            "Thought": "The time series initially fluctuates around a higher range (approximately 150-170) but then exhibits a significant and abrupt drop starting at index 10, where the values decrease to a lower range (approximately 120-130). This indicates a sudden and sustained change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 150-170) but then exhibits a significant and abrupt drop starting at index 10, where the values decrease to a lower range (approximately 120-130). This indicates a sudden and sustained change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4132": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4133": {
+            "Thought": "The time series exhibits multiple patterns of irregularities. Initially, there is a gradual increase in values, followed by a sudden drop around index 16, where the values deviate from the previous trend. This is followed by a recovery and another drop around index 30, where the values decrease significantly. Additionally, there are fluctuations in the latter part of the sequence, with values rising and falling irregularly. These disruptions indicate a significant change in the statistical properties and patterns of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple patterns of irregularities. Initially, there is a gradual increase in values, followed by a sudden drop around index 16, where the values deviate from the previous trend. This is followed by a recovery and another drop around index 30, where the values decrease significantly. Additionally, there are fluctuations in the latter part of the sequence, with values rising and falling irregularly. These disruptions indicate a significant change in the statistical properties and patterns of the sequence.\nActionID: 4"
+        },
+        "4134": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 3.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 3.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "4135": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the anomaly.\nActionID: 12"
+        },
+        "4136": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.92, 1.16, 1.48, 1.68, 1.96, 2.28) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.92, 1.16, 1.48, 1.68, 1.96, 2.28) starting"
+        },
+        "4137": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 16, there is a noticeable downward shift in the values, with a new lower range (approximately 28-33) being established. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 16, there is a noticeable downward shift in the values, with a new lower range (approximately 28-33) being established. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4138": {
+            "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 10 and 12.0 at index 26) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern of the time series.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 10 and 12.0 at index 26) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern of the time series.\nActionID: 12"
+        },
+        "4139": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "4140": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.51, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 100 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.51, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 100 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4141": {
+            "Thought": "The time series exhibits a sudden and significant deviation in amplitude at multiple points, such as the sharp drop to -0.71 and -0.83 around index 74-75, and the spike to 1.06 and 1.21 around index 78-79. These extreme fluctuations disrupt the normal ECG pattern, indicating abnormal amplitude behavior. Additionally, the sequence does not return to a consistent baseline after these deviations, further supporting the presence of amplitude anomalies.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at multiple points, such as the sharp drop to -0.71 and -0.83 around index 74-75, and the spike to 1.06 and 1.21 around index 78-79. These extreme fluctuations disrupt the normal ECG pattern, indicating abnormal amplitude behavior. Additionally, the sequence does not return to a consistent baseline after these deviations, further supporting the presence of amplitude anomalies.\nActionID: 6"
+        },
+        "4142": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values at index 56 (from 13.0 to 10.0), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 56 (from 13.0 to 10.0), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4143": {
+            "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. There are segments where the values deviate significantly from the surrounding data, such as the sudden drop to -1.05 and -1.06 around index 24-25, and other segments where the values rise sharply, such as the increase to 0.94 and 1.01 around index 41-42. These deviations suggest a disruption in the expected pattern, indicating a Continuous Segment Anomaly.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. There are segments where the values deviate significantly from the surrounding data, such as the sudden drop to -1.05 and -1.06 around index 24-25, and other segments where the values rise sharply, such as the increase to 0.94 and 1.01 around index 41-42. These deviations suggest a disruption in the expected pattern, indicating a Continuous Segment Anomaly.\nActionID: 13"
+        },
+        "4144": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 83 (value 0.22) and index 84 (value 0.41), followed by a sharp drop to -1.33 at index 85 and -1.51 at index 86. These extreme deviations disrupt the normal pattern of the sequence. Additionally, the sequence shows a nonlinear recovery and stabilization afterward, deviating from the original trend. This combination of sudden spikes and nonlinear changes suggests a complex anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 83 (value 0.22) and index 84 (value 0.41), followed by a sharp drop to -1.33 at index 85 and -1.51 at index 86. These extreme deviations disrupt the normal pattern of the sequence. Additionally, the sequence shows a nonlinear recovery and stabilization afterward, deviating from the original trend. This combination of sudden spikes and nonlinear changes suggests a complex anomaly.\nActionID: 14"
+        },
+        "4145": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 23, where the value shifts abruptly from -1233.37 to -1039.51, deviating from the surrounding trend. This indicates a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23, where the value shifts abruptly from -1233.37 to -1039.51, deviating from the surrounding trend. This indicates a sudden spike anomaly.\nActionID: 12"
+        },
+        "4146": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12189.44) from index 9 to 11, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12189.44) from index 9 to 11, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "4147": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+        },
+        "4148": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "4149": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38), which disrupts the normal fluctuation pattern. Later, starting around index 72, there is a significant upward drift in values, peaking at index 77 (2.01), followed by a nonlinear pattern of fluctuations. This indicates a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG patterns.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38), which disrupts the normal fluctuation pattern. Later, starting around index 72, there is a significant upward drift in values, peaking at index 77 (2.01), followed by a nonlinear pattern of fluctuations. This indicates a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG patterns.\nActionID: 14"
+        },
+        "4150": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 7 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 7 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4151": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 23, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 23, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "4152": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 24, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 24, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4153": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations. This indicates a gradual drift away from the initial level, followed by stabilization at a higher level, suggesting a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations. This indicates a gradual drift away from the initial level, followed by stabilization at a higher level, suggesting a Drift Anomaly.\nActionID: 11"
+        },
+        "4154": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.64, 0.72, 0.84, 1.02, 1.21, 1.38,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.64, 0.72, 0.84, 1.02, 1.21, 1.38,"
+        },
+        "4155": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 30, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 30, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.\nActionID: 10"
+        },
+        "4156": {
+            "Thought": "The time series initially exhibits a consistent upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. However, the overall pattern shows a gradual drift downward in the latter part of the sequence, deviating from the earlier trend. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a consistent upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. However, the overall pattern shows a gradual drift downward in the latter part of the sequence, deviating from the earlier trend. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4157": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual increase in values, followed by a sudden spike at index 19 (1437.67), which is an extreme outlier compared to the surrounding values. After this spike, the sequence drops sharply to a negative value (-12.11) at index 20, indicating a sudden and significant deviation. Additionally, the sequence shows irregular fluctuations and abrupt changes in amplitude, suggesting a combination of amplitude anomalies and sudden spikes. The most prominent anomaly is the sudden spike at index 19.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual increase in values, followed by a sudden spike at index 19 (1437.67), which is an extreme outlier compared to the surrounding values. After this spike, the sequence drops sharply to a negative value (-12.11) at index 20, indicating a sudden and significant deviation. Additionally, the sequence shows irregular fluctuations and abrupt changes in amplitude, suggesting a combination of amplitude anomalies and sudden spikes. The most prominent anomaly is the sudden spike at index 19.\nActionID: 12"
+        },
+        "4158": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "4159": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "4160": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4161": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4162": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Finally, the sequence transitions into a nonlinear pattern with irregular fluctuations, particularly around index 115, where the values deviate significantly from the original trend, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Finally, the sequence transitions into a nonlinear pattern with irregular fluctuations, particularly around index 115, where the values deviate significantly from the original trend, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+        },
+        "4163": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence transitions into a flatline with repeated values around 1.36, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence transitions into a flatline with repeated values around 1.36, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.\nActionID: 10"
+        },
+        "4164": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.08) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but later shows a gradual upward drift (e.g., 0.1, 0.12, 0.14",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.08) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but later shows a gradual upward drift (e.g., 0.1, 0.12, 0.14"
+        },
+        "4165": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 22 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 22 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+        },
+        "4166": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4167": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 56-59, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.58, -1.21). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 56-59, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.58, -1.21). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+        },
+        "4168": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4169": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.56, 3.08) starting around index 116, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.56, 3.08) starting around index 116, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "4170": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 21 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4171": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.08, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.32, -1.59). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.08, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.32, -1.59). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal."
+        },
+        "4172": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.18 to 0.48 to -0.78 to -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth and decay around indices 80-90, which deviates from the original trend. This suggests a Nonlinear Pattern Anomaly. The presence of these anomalies disrupts the normal ECG pattern",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.18 to 0.48 to -0.78 to -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth and decay around indices 80-90, which deviates from the original trend. This suggests a Nonlinear Pattern Anomaly. The presence of these anomalies disrupts the normal ECG pattern"
+        },
+        "4173": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from relatively small fluctuations to extreme values such as 0.27, 0.65, -0.65, and -1.01. This abrupt spike and drop disrupt the normal pattern of the ECG signal, indicating a sudden and sharp anomaly. Such behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from relatively small fluctuations to extreme values such as 0.27, 0.65, -0.65, and -1.01. This abrupt spike and drop disrupt the normal pattern of the ECG signal, indicating a sudden and sharp anomaly. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4174": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4175": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a Drift Anomaly.\nActionID: 11"
+        },
+        "4176": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original"
+        },
+        "4177": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 43, there is a sharp and irregular increase in values, followed by a rapid decline and oscillation. This behavior suggests a nonlinear pattern that breaks the original trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 43, there is a sharp and irregular increase in values, followed by a rapid decline and oscillation. This behavior suggests a nonlinear pattern that breaks the original trend.\nActionID: 14"
+        },
+        "4178": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.231 at index 27) and abrupt drops (e.g., 0.092 at index 13 and 0.086 at index 28). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.231 at index 27) and abrupt drops (e.g., 0.092 at index 13 and 0.086 at index 28). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.\nActionID: 12"
+        },
+        "4179": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop at index 15 (from 1.38 to 1.28), which disrupts the smooth progression. After this drop, the sequence stabilizes at a lower range and exhibits fluctuations around a new level. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, at a specific point.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop at index 15 (from 1.38 to 1.28), which disrupts the smooth progression. After this drop, the sequence stabilizes at a lower range and exhibits fluctuations around a new level. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, at a specific point.\nActionID: 4"
+        },
+        "4180": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.61 at index 93, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.61 at index 93, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity.\nActionID: 12"
+        },
+        "4181": {
+            "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+        },
+        "4182": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4183": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4184": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp and nonlinear decline, followed by a recovery and subsequent oscillations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp and nonlinear decline, followed by a recovery and subsequent oscillations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4185": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+        },
+        "4186": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 74, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 74, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "4187": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4188": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.1), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.62, 1.0, 1.36, 1.68, 1.92, 2.08) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behaviors suggest",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.1), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.62, 1.0, 1.36, 1.68, 1.92, 2.08) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behaviors suggest"
+        },
+        "4189": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 21 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+        },
+        "4190": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68, 4.31) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68, 4.31) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "4191": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+        },
+        "4192": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.14, -1.4, -0.96, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.14, -1.4, -0.96, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4193": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 1.96, 2.11, 2.36) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anom",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 1.96, 2.11, 2.36) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anom"
+        },
+        "4194": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+        },
+        "4195": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 29, there is a sudden and significant increase in values, peaking at 52.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 29, there is a sudden and significant increase in values, peaking at 52.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+        },
+        "4196": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 23 (value 1.06), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern starting around index 30, where values increase exponentially before stabilizing and fluctuating. This indicates a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 23 (value 1.06), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern starting around index 30, where values increase exponentially before stabilizing and fluctuating. This indicates a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern.\nActionID: 14"
+        },
+        "4197": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4198": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4199": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "4200": {
+            "Thought": "The time series initially exhibits a consistent upward trend, peaking around index 16, followed by a gradual decline. However, starting at index 30, the sequence transitions into a flatline of repeated values (122.0) for an extended period, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly in the system.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a consistent upward trend, peaking around index 16, followed by a gradual decline. However, starting at index 30, the sequence transitions into a flatline of repeated values (122.0) for an extended period, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly in the system.\nActionID: 10"
+        },
+        "4201": {
+            "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "4202": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 0.54) and a sharp drop at index 34 (value -0.24). This is followed by a significant drop at index 35 (value -0.56) and a further drop at index 36 (value -0.74). These sudden and extreme deviations from the surrounding values indicate a combination of sudden spikes and drops, disrupting the sequence. Additionally, the sequence shows a nonlinear pattern in the later part, with values deviating from the original trend. The most prominent anomaly is the non",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 0.54) and a sharp drop at index 34 (value -0.24). This is followed by a significant drop at index 35 (value -0.56) and a further drop at index 36 (value -0.74). These sudden and extreme deviations from the surrounding values indicate a combination of sudden spikes and drops, disrupting the sequence. Additionally, the sequence shows a nonlinear pattern in the later part, with values deviating from the original trend. The most prominent anomaly is the non",
+            "ParseError": "unrecognized_action_id"
+        },
+        "4203": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 23 to 27, where the values plummet to -1.24, -1.59, -1.2, -0.92, and -0.62, deviating drastically from the surrounding data. This is followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values drop sharply and then return to the expected range. Additionally, the sequence shows some irregular fluctuations later in the series, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 23 to 27, where the values plummet to -1.24, -1.59, -1.2, -0.92, and -0.62, deviating drastically from the surrounding data. This is followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values drop sharply and then return to the expected range. Additionally, the sequence shows some irregular fluctuations later in the series, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "4204": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4205": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for a normal ECG signal, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for a normal ECG signal, indicating no anomalies.\nActionID: 0"
+        },
+        "4206": {
+            "Thought": "The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a significant and abrupt drop in values starting at index 10, where the sequence stabilizes at a lower range (approximately 110-120). This indicates a sudden and sustained shift in the statistical properties, such as the mean, suggesting a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a significant and abrupt drop in values starting at index 10, where the sequence stabilizes at a lower range (approximately 110-120). This indicates a sudden and sustained shift in the statistical properties, such as the mean, suggesting a change point anomaly.\nActionID: 4"
+        },
+        "4207": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 39, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 39, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4208": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4209": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, from index 115 onward, the sequence shows a nonlinear growth pattern (e.g., 0.68, 1.5, 2.92, 4.09, 4.81), which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, from index 115 onward, the sequence shows a nonlinear growth pattern (e.g., 0.68, 1.5, 2.92, 4.09, 4.81), which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "4210": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4211": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly, as the values do not return to the original range and instead continue to drift downward in certain segments.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly, as the values do not return to the original range and instead continue to drift downward in certain segments.\nActionID: 11"
+        },
+        "4212": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "4213": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "4214": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4215": {
+            "Thought": "The time series exhibits multiple anomalies. At index 12, there is a sudden spike (0.226) that deviates significantly from the surrounding values. Additionally, at index 13, there is an extreme spike (0.612) followed by a sharp drop to 0.062 and then a further drop to 0.012, indicating a sudden and extreme disruption in the sequence. These spikes and drops are characteristic of sudden and temporary disruptions in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. At index 12, there is a sudden spike (0.226) that deviates significantly from the surrounding values. Additionally, at index 13, there is an extreme spike (0.612) followed by a sharp drop to 0.062 and then a further drop to 0.012, indicating a sudden and extreme disruption in the sequence. These spikes and drops are characteristic of sudden and temporary disruptions in the data.\nActionID: 12"
+        },
+        "4216": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4217": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.26 and 0.46, and the drop to -0.68 and -1.21, which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.26 and 0.46, and the drop to -0.68 and -1.21, which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.\nActionID: 12"
+        },
+        "4218": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4219": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.72, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.72, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "4220": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "4221": {
+            "Thought": "The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 30, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 30, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+        },
+        "4222": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4223": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 1.0 at index 11 and 1.0 at index 59), abrupt changes in amplitude, and inconsistent fluctuations. These disruptions suggest a significant deviation from the expected pattern, with no clear periodicity or trend. The presence of these anomalies indicates a nonlinear and erratic behavior, breaking the original linear or predictable rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 1.0 at index 11 and 1.0 at index 59), abrupt changes in amplitude, and inconsistent fluctuations. These disruptions suggest a significant deviation from the expected pattern, with no clear periodicity or trend. The presence of these anomalies indicates a nonlinear and erratic behavior, breaking the original linear or predictable rule.\nActionID: 14"
+        },
+        "4224": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.58, -1.22). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.58, -1.22). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4225": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay"
+        },
+        "4226": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.72, 2.01, 2.28, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.72, 2.01, 2.28, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Non"
+        },
+        "4227": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4228": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 120-130 to much higher values (e.g., 155.5, 163.5, 170.5, 175.5, 181.5, 185.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 120-130 to much higher values (e.g., 155.5, 163.5, 170.5, 175.5, 181.5, 185.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4229": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 22, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "4230": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4231": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4232": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.51), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.51), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to"
+        },
+        "4233": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. The presence of",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. The presence of"
+        },
+        "4234": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4235": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.58 and -0.74, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.58 and -0.74, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom"
+        },
+        "4236": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4237": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 74 (0.28) and the sharp drop at index 75 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 74 (0.28) and the sharp drop at index 75 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4238": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 10 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 10 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4239": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 87 (value 0.28) and index 88 (value 0.46), followed by a sharp drop to -1.21 at index 89 and -1.41 at index 90. These extreme deviations disrupt the normal pattern of the sequence. Additionally, the sequence shows a nonlinear recovery and stabilization afterward, deviating from the original trend. This combination of sudden spikes and nonlinear changes suggests a complex anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 87 (value 0.28) and index 88 (value 0.46), followed by a sharp drop to -1.21 at index 89 and -1.41 at index 90. These extreme deviations disrupt the normal pattern of the sequence. Additionally, the sequence shows a nonlinear recovery and stabilization afterward, deviating from the original trend. This combination of sudden spikes and nonlinear changes suggests a complex anomaly.\nActionID: 14"
+        },
+        "4240": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.\nActionID: 1"
+        },
+        "4241": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.61) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the exponential-like growth and subsequent irregular fluctuations.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.61) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the exponential-like growth and subsequent irregular fluctuations.\nActionID:"
+        },
+        "4242": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 24, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 24, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4243": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.0, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 to 70), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anom",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.0, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 to 70), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anom"
+        },
+        "4244": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "4245": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.9, 3.6, 4.31) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with dis",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.9, 3.6, 4.31) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with dis"
+        },
+        "4246": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "4247": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), and the sequence does not follow a consistent trend or distribution. These characteristics suggest a disruption in the normal behavior of the sensor data, likely due to environmental or sensor-related anomalies. The overall pattern appears to deviate from a stable or predictable form.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), and the sequence does not follow a consistent trend or distribution. These characteristics suggest a disruption in the normal behavior of the sensor data, likely due to environmental or sensor-related anomalies. The overall pattern appears to deviate from a stable or predictable form.\nActionID: 7"
+        },
+        "4248": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.0). Later, there is a significant upward drift (e.g., from -0.01 to 1.81) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the exponential",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.0). Later, there is a significant upward drift (e.g., from -0.01 to 1.81) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the exponential"
+        },
+        "4249": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "4250": {
+            "Thought": "The time series initially exhibits normal fluctuations around a stable range (approximately 35-40), but starting at index 16, there is a sudden and significant increase in values, peaking at 59.56. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt spike at index 16 and subsequent return to a lower range indicate a sudden disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations around a stable range (approximately 35-40), but starting at index 16, there is a sudden and significant increase in values, peaking at 59.56. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt spike at index 16 and subsequent return to a lower range indicate a sudden disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4251": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 57 (value 50.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 57 (value 50.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4252": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 96 (0.28) and the sharp drop at index 97 (-0.41), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of anomalies in the ECG signal, potentially representing irregularities in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 96 (0.28) and the sharp drop at index 97 (-0.41), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of anomalies in the ECG signal, potentially representing irregularities in the heart's electrical activity.\nActionID: 12"
+        },
+        "4253": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant deviation from the normal pattern, with values rapidly increasing and then decreasing, indicating a Continuous Segment Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant deviation from the normal pattern, with values rapidly increasing and then decreasing, indicating a Continuous Segment Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.\nActionID: 12"
+        },
+        "4254": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 56, there is a sudden and significant drop in values, followed by a sharp recovery and subsequent fluctuations. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 56, there is a sudden and significant drop in values, followed by a sharp recovery and subsequent fluctuations. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.\nActionID: 4"
+        },
+        "4255": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4256": {
+            "Thought": "The value 50.2 at index 33 significantly deviates from the surrounding data points, which mostly range between 30 and 35. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 33 significantly deviates from the surrounding data points, which mostly range between 30 and 35. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "4257": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-1.08), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-1.08), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4258": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 47 (-1.28) and index 48 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 47 (-1.28) and index 48 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4259": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.44), followed by a steep drop to -1.08 at index 100. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.44), followed by a steep drop to -1.08 at index 100. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4260": {
+            "Thought": "The time series shows a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4261": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4262": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "4263": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.22, -0.58, -0.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 50), which suggests a Drift Anomaly. Toward the end, there are irregular fluctuations and a sudden drop to -0.78, indicating another Sudden Spike Anomaly. These patterns collect",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.22, -0.58, -0.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 50), which suggests a Drift Anomaly. Toward the end, there are irregular fluctuations and a sudden drop to -0.78, indicating another Sudden Spike Anomaly. These patterns collect"
+        },
+        "4264": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "4265": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4266": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "4267": {
+            "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 16, disrupting the normal fluctuations. This flatline persists for a significant duration before returning to normal values, indicating a loss of expected variability in the sensor readings.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 16, disrupting the normal fluctuations. This flatline persists for a significant duration before returning to normal values, indicating a loss of expected variability in the sensor readings.\nActionID: 10"
+        },
+        "4268": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "4269": {
+            "Thought": "The sequence contains isolated anomalous patterns where the values deviate significantly from the surrounding data. For example, there are sudden drops to 0.0 (e.g., at index 11 and 17) and sporadic negative values (e.g., -1.0 at index 13 and -0.6 at index 14). These isolated deviations disrupt the otherwise consistent pattern of the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains isolated anomalous patterns where the values deviate significantly from the surrounding data. For example, there are sudden drops to 0.0 (e.g., at index 11 and 17) and sporadic negative values (e.g., -1.0 at index 13 and -0.6 at index 14). These isolated deviations disrupt the otherwise consistent pattern of the time series.\nActionID: 8"
+        },
+        "4270": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.76) and peaking at index 78 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift downward in the later part of the series, particularly from index 90",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.76) and peaking at index 78 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift downward in the later part of the series, particularly from index 90"
+        },
+        "4271": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-1255.38) deviates sharply from the surrounding values, which are in the range of approximately -1400 to -1600. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-1255.38) deviates sharply from the surrounding values, which are in the range of approximately -1400 to -1600. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4272": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.5, 2.11, 2.56, 2.72), followed by a gradual downward drift (e.g., -0.12 to -0.68), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.5, 2.11, 2.56, 2.72), followed by a gradual downward drift (e.g., -0.12 to -0.68), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns,"
+        },
+        "4273": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 50.28) and index 57 (value 53.8), which are much higher than the surrounding values that generally range between 30 and 36. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 50.28) and index 57 (value 53.8), which are much higher than the surrounding values that generally range between 30 and 36. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+        },
+        "4274": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "4275": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to fluctuate irregularly, deviating from the earlier smooth trend. This indicates a potential change in the pattern of the time series.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to fluctuate irregularly, deviating from the earlier smooth trend. This indicates a potential change in the pattern of the time series.\nActionID: 7"
+        },
+        "4276": {
+            "Thought": "The sequence exhibits a sudden and extreme spike in values starting at index 56, where the values jump from the normal range (around 3.0-3.5) to significantly higher values (e.g., 7.0, 8.0, 8.5, 9.0, 9.5). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike in values starting at index 56, where the values jump from the normal range (around 3.0-3.5) to significantly higher values (e.g., 7.0, 8.0, 8.5, 9.0, 9.5). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4277": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4278": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 24 and 25, where the values jump to 3451.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 24 and 25, where the values jump to 3451.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "4279": {
+            "Thought": "The sequence exhibits a sudden spike at index 11 (value 40.94), which significantly deviates from the surrounding values that generally range between 28 and 34. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 11 (value 40.94), which significantly deviates from the surrounding values that generally range between 28 and 34. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+        },
+        "4280": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the overall behavior of the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the overall behavior of the sequence.\nActionID: 14"
+        },
+        "4281": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern with small fluctuations, but starting around index 80, there is a sudden and extreme deviation with a sharp drop to -0.97 and -1.23, followed by a rapid recovery. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable pattern afterward, further supporting this anomaly type.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern with small fluctuations, but starting around index 80, there is a sudden and extreme deviation with a sharp drop to -0.97 and -1.23, followed by a rapid recovery. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable pattern afterward, further supporting this anomaly type.\nActionID: 12"
+        },
+        "4282": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.24, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.24, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -"
+        },
+        "4283": {
+            "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a rapid recovery and subsequent large oscillations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the baseline, which could also suggest a disruption in the ECG signal. However, the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a rapid recovery and subsequent large oscillations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the baseline, which could also suggest a disruption in the ECG signal. However, the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "4284": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "4285": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 22, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 22, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4286": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a flatline of zeros around index 55, which is a Sudden Flatline Anomaly. Finally, the sequence exhibits a nonlinear pattern with irregular fluctuations and deviations from the original trend, suggesting a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disruptions in the E",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a flatline of zeros around index 55, which is a Sudden Flatline Anomaly. Finally, the sequence exhibits a nonlinear pattern with irregular fluctuations and deviations from the original trend, suggesting a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disruptions in the E"
+        },
+        "4287": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4288": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "4289": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "4290": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4291": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "4292": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "4293": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.\nActionID: 14"
+        },
+        "4294": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4295": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.11 and -1.42, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 to 90), which is characteristic of a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.11 and -1.42, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 to 90), which is characteristic of a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4296": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop and irregular fluctuations. Around index 55, there is a significant nonlinear increase in values (e.g., 0.52, 1.0, 1.46, 1.92, 2.21), indicating exponential growth. Later, starting at index 115, there is a sudden and extreme drop to negative values (e.g., -0",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop and irregular fluctuations. Around index 55, there is a significant nonlinear increase in values (e.g., 0.52, 1.0, 1.46, 1.92, 2.21), indicating exponential growth. Later, starting at index 115, there is a sudden and extreme drop to negative values (e.g., -0",
+            "ParseError": "unrecognized_action_id"
+        },
+        "4297": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4298": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4299": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, forming a U-shaped pattern. However, after the peak, the sequence transitions into a flatline of repeated values (1.36) from index 33 to 37, disrupting the normal fluctuation pattern. This indicates a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, forming a U-shaped pattern. However, after the peak, the sequence transitions into a flatline of repeated values (1.36) from index 33 to 37, disrupting the normal fluctuation pattern. This indicates a sudden flatline anomaly.\nActionID: 10"
+        },
+        "4300": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1365.01), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range, indicating a temporary anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1365.01), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range, indicating a temporary anomaly.\nActionID: 12"
+        },
+        "4301": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.\nActionID: 1"
+        },
+        "4302": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4303": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12810.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12810.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "4304": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4305": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 26, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 26, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "4306": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4307": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4308": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 16. This transition disrupts the normal pattern and introduces a new trend, indicating a significant change in the behavior of the system. The flatline of zeros is also abruptly broken, suggesting a potential anomaly in the machine-system domain.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 16. This transition disrupts the normal pattern and introduces a new trend, indicating a significant change in the behavior of the system. The flatline of zeros is also abruptly broken, suggesting a potential anomaly in the machine-system domain.\nActionID: 10"
+        },
+        "4309": {
+            "Thought": "The time series exhibits a gradual drift in values, particularly noticeable in the latter part of the sequence, where the values shift from a relatively stable range around -1.5 to a more negative range closer to -1.7. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual drift in values, particularly noticeable in the latter part of the sequence, where the values shift from a relatively stable range around -1.5 to a more negative range closer to -1.7. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4310": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.36, 2.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.36, 2.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows"
+        },
+        "4311": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.69, -1.2, and -0.92, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.69, -1.2, and -0.92, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4312": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4313": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4314": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.\nActionID: 8"
+        },
+        "4315": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "4316": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4317": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 23), abrupt drops (e.g., -10.0 at index 24), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 23), abrupt drops (e.g., -10.0 at index 24), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "4318": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "4319": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the pattern. Additionally, at index 59, there is a sudden spike (0.52) followed by a sharp drop (-0.24), which is characteristic of a Sudden Spike Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 59-63, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the pattern. Additionally, at index 59, there is a sudden spike (0.52) followed by a sharp drop (-0.24), which is characteristic of a Sudden Spike Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 59-63, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal E"
+        },
+        "4320": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.\nActionID: 0"
+        },
+        "4321": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4322": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4323": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "4324": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 21, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "4325": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "4326": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.46, 0.52, 0.64) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.46, 0.52, 0.64) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern An"
+        },
+        "4327": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 43 (value 40.28), which deviates sharply from the surrounding values that generally range between 30 and 35. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 43 (value 40.28), which deviates sharply from the surrounding values that generally range between 30 and 35. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "4328": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4329": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 30, the sequence stabilizes into a flatline with minimal fluctuations, indicating a loss of normal variability. This sudden transition to a flatline suggests a system anomaly where the machine's behavior becomes static and repetitive.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 30, the sequence stabilizes into a flatline with minimal fluctuations, indicating a loss of normal variability. This sudden transition to a flatline suggests a system anomaly where the machine's behavior becomes static and repetitive.\nActionID: 10"
+        },
+        "4330": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4331": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 51, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 51, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.\nActionID: 10"
+        },
+        "4332": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The values appear to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, the sequence does not exhibit any abnormal behavior.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The values appear to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, the sequence does not exhibit any abnormal behavior.\nActionID: 0"
+        },
+        "4333": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.48, 1.68, 1.96, 2.28) starting around index 100, which deviates from",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.48, 1.68, 1.96, 2.28) starting around index 100, which deviates from"
+        },
+        "4334": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4335": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 10, there is a sudden spike to 23.22, which is significantly higher than the surrounding values. Additionally, at index 12, the value drops to 0.0, creating a sudden flatline anomaly. These disruptions indicate a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the most prominent anomaly is the sudden spike at index 10.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, there is a sudden spike to 23.22, which is significantly higher than the surrounding values. Additionally, at index 12, the value drops to 0.0, creating a sudden flatline anomaly. These disruptions indicate a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the most prominent anomaly is the sudden spike at index 10.\nActionID: 12"
+        },
+        "4336": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the"
+        },
+        "4337": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "4338": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a sharp increase starting at index 10, peaking at index 13, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a sharp increase starting at index 10, peaking at index 13, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the time series.\nActionID: 3"
+        },
+        "4339": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 27, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a lower range (approximately 2.5 to 3.0). This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the Server-IOPS.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 27, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a lower range (approximately 2.5 to 3.0). This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the Server-IOPS.\nActionID: 4"
+        },
+        "4340": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 15, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence does not return to a stable or predictable pattern, further supporting the presence of a nonlinear anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 15, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence does not return to a stable or predictable pattern, further supporting the presence of a nonlinear anomaly.\nActionID: 14"
+        },
+        "4341": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "4342": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4343": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a flatline of repeated values (1.0) from index 24 to 27, indicating a sudden flatline anomaly. Additionally, there are intermittent repeated values (1.0) disrupting the normal fluctuation pattern, suggesting a repeated value anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around index 28 to 31. Overall, the sequence contains a combination of",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a flatline of repeated values (1.0) from index 24 to 27, indicating a sudden flatline anomaly. Additionally, there are intermittent repeated values (1.0) disrupting the normal fluctuation pattern, suggesting a repeated value anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around index 28 to 31. Overall, the sequence contains a combination of"
+        },
+        "4344": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4345": {
+            "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4346": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32) starting around index 115, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32) starting around index 115, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "4347": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "4348": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 13, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 15, 16, and 17) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 13.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 13, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 15, 16, and 17) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 13.\nActionID: 10"
+        },
+        "4349": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4350": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.21) and a subsequent sharp drop at index 97 (value -0.38), followed by a significant drop to -0.68 at index 98. These abrupt changes disrupt the normal pattern of the sequence, indicating a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.21) and a subsequent sharp drop at index 97 (value -0.38), followed by a significant drop to -0.68 at index 98. These abrupt changes disrupt the normal pattern of the sequence, indicating a sudden spike anomaly.\nActionID: 12"
+        },
+        "4351": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.21, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.21, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+        },
+        "4352": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 90, where the values drop sharply to -0.55 and -0.64, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which then returns to normal. Such anomalies are often observed in ECG signals due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 90, where the values drop sharply to -0.55 and -0.64, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which then returns to normal. Such anomalies are often observed in ECG signals due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "4353": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4354": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4355": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "4356": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1451.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1451.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "4357": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 100",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 100"
+        },
+        "4358": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 49 to 55 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 49 to 55 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike"
+        },
+        "4359": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a sudden flatline at 1.36 from index 24 to 26, disrupting the normal fluctuations. Afterward, the sequence resumes with a fluctuating pattern but exhibits a gradual upward drift in the latter part of the series. The flatline at 1.36 is the most prominent anomaly, as it represents a sudden loss of variability in the sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden flatline at 1.36 from index 24 to 26, disrupting the normal fluctuations. Afterward, the sequence resumes with a fluctuating pattern but exhibits a gradual upward drift in the latter part of the series. The flatline at 1.36 is the most prominent anomaly, as it represents a sudden loss of variability in the sequence.\nActionID: 10"
+        },
+        "4360": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+        },
+        "4361": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "4362": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "4363": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "4364": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4365": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4366": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+        },
+        "4367": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 133.33 at index 20), abrupt drops (e.g., -100.0 at index 21), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 133.33 at index 20), abrupt drops (e.g., -100.0 at index 21), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.\nActionID: 8"
+        },
+        "4368": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4369": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "4370": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4371": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 13 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 13 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4372": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme spike (0.28, 0.62) followed by a sharp drop (-0.42, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.62, 1.44, 2.11, 2.56) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of these behaviors suggests",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme spike (0.28, 0.62) followed by a sharp drop (-0.42, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.62, 1.44, 2.11, 2.56) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of these behaviors suggests"
+        },
+        "4373": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4374": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4375": {
+            "Thought": "The sequence exhibits a sudden and significant deviation at index 2, where the value jumps to 1118.0, which is drastically different from the surrounding negative values. This isolated spike disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant deviation at index 2, where the value jumps to 1118.0, which is drastically different from the surrounding negative values. This isolated spike disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "4376": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 27, there is a gradual and consistent downward drift in the values, deviating from the earlier stable range. This indicates a gradual shift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 27, there is a gradual and consistent downward drift in the values, deviating from the earlier stable range. This indicates a gradual shift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4377": {
+            "Thought": "The time series exhibits a repeating pattern where the values initially decrease, then increase, and then repeat the cycle. However, there are noticeable disruptions in the pattern, such as the segment where the values drop sharply (e.g., from 0.24 to 0.07) and the segment where the values rise sharply (e.g., from 0.07 to 0.24). These disruptions indicate a deviation from the expected periodic behavior, suggesting a pattern change.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern where the values initially decrease, then increase, and then repeat the cycle. However, there are noticeable disruptions in the pattern, such as the segment where the values drop sharply (e.g., from 0.24 to 0.07) and the segment where the values rise sharply (e.g., from 0.07 to 0.24). These disruptions indicate a deviation from the expected periodic behavior, suggesting a pattern change.\nActionID: 7"
+        },
+        "4378": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 11 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4379": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 4.24, followed by a sharp decline starting at index 16, reaching a low point around 2.8. After this, the sequence stabilizes into a fluctuating pattern with smaller variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 4.24, followed by a sharp decline starting at index 16, reaching a low point around 2.8. After this, the sequence stabilizes into a fluctuating pattern with smaller variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "4380": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "4381": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a steep drop to -1.08 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a steep drop to -1.08 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4382": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4383": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "4384": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4385": {
+            "Thought": "The sequence exhibits sporadic isolated high values (e.g., 2.0, 3.0, 4.0) amidst a predominantly low or zero baseline, indicating occasional anomalous patterns that do not follow a consistent trend or pattern. These isolated anomalies appear intermittently throughout the sequence.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 2.0, 3.0, 4.0) amidst a predominantly low or zero baseline, indicating occasional anomalous patterns that do not follow a consistent trend or pattern. These isolated anomalies appear intermittently throughout the sequence.\nActionID: 8"
+        },
+        "4386": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a combination of sudden spikes and abrupt",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a combination of sudden spikes and abrupt",
+            "ParseError": "unrecognized_action_id"
+        },
+        "4387": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4388": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 43, there is a sudden and significant increase in values, peaking at 53.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 43, there is a sudden and significant increase in values, peaking at 53.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4389": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 51, there is a significant spike (0.62) followed by a sharp drop (-0.48 and -1.24), indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 60 to 80), followed by a downward drift (e.g., from index 90 to 100), suggesting a drift anomaly. The nonlinear",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 51, there is a significant spike (0.62) followed by a sharp drop (-0.48 and -1.24), indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 60 to 80), followed by a downward drift (e.g., from index 90 to 100), suggesting a drift anomaly. The nonlinear"
+        },
+        "4390": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+        },
+        "4391": {
+            "Thought": "The sequence exhibits a sudden spike at index 5 (value 40.94), which significantly deviates from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 5 (value 40.94), which significantly deviates from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4392": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 13, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.51, which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain,",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 13, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.51, which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain,"
+        },
+        "4393": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "4394": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.41) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.41) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+        },
+        "4395": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating"
+        },
+        "4396": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.01) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.01) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "4397": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 19, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.0, -0.77, etc.), followed by a recovery to a more stable range. This abrupt change in statistical properties, particularly the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 19, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.0, -0.77, etc.), followed by a recovery to a more stable range. This abrupt change in statistical properties, particularly the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4398": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.21, 3.68) starting around index 116, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.21, 3.68) starting around index 116, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities"
+        },
+        "4399": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4400": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 19 and 20, where the values jump to 12811.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 and 20, where the values jump to 12811.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4401": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.84, 1.08, 1.32, 1.56, 1.84, 2.08, 2.36)",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.84, 1.08, 1.32, 1.56, 1.84, 2.08, 2.36)"
+        },
+        "4402": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "4403": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4404": {
+            "Thought": "The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 11-13 and 23-25) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal values, indicating a disruption in the expected behavior of the sensor data. This pattern suggests repeated occurrences of flatline behavior.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 11-13 and 23-25) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal values, indicating a disruption in the expected behavior of the sensor data. This pattern suggests repeated occurrences of flatline behavior.\nActionID: 9"
+        },
+        "4405": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+        },
+        "4406": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+        },
+        "4407": {
+            "Thought": "The sequence initially remains constant at -1.0 for a long duration, indicating a flatline. However, starting at index 50, the values abruptly shift to a new range (around 6.2 to 6.6), breaking the flatline and introducing a new pattern. This indicates a sudden change in the statistical properties of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially remains constant at -1.0 for a long duration, indicating a flatline. However, starting at index 50, the values abruptly shift to a new range (around 6.2 to 6.6), breaking the flatline and introducing a new pattern. This indicates a sudden change in the statistical properties of the sequence.\nActionID: 4"
+        },
+        "4408": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "4409": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 50 to 60) and then a downward drift (e.g., from index 90 to 100), which suggests Drift Anomalies. The presence of these distinct patterns indicates a combination of anomalies.\nAction",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 50 to 60) and then a downward drift (e.g., from index 90 to 100), which suggests Drift Anomalies. The presence of these distinct patterns indicates a combination of anomalies.\nAction"
+        },
+        "4410": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 0.24) and a sharp drop at index 31 (value -0.24). This is followed by a significant drop at index 32 (value -0.56) and a further drop at index 33 (value -0.74). These abrupt changes disrupt the sequence and indicate a combination of sudden spikes and drops. Additionally, the sequence shows a nonlinear pattern in the latter part, deviating from the original trend. The most prominent anomaly is the sudden spike and drop at indices 30",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 0.24) and a sharp drop at index 31 (value -0.24). This is followed by a significant drop at index 32 (value -0.56) and a further drop at index 33 (value -0.74). These abrupt changes disrupt the sequence and indicate a combination of sudden spikes and drops. Additionally, the sequence shows a nonlinear pattern in the latter part, deviating from the original trend. The most prominent anomaly is the sudden spike and drop at indices 30",
+            "ParseError": "unrecognized_action_id"
+        },
+        "4411": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4412": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.\nActionID: 2"
+        },
+        "4413": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 43 to 47, where the sequence transitions from a relatively stable range to extreme negative values (-1.0, -1.29, -0.99, -0.69, -0.51). This abrupt deviation from the surrounding pattern indicates a sudden spike anomaly. Additionally, the sequence later returns to a more stable range, suggesting a temporary disruption. This type of anomaly is often observed in ECG data due to sudden electrical disturbances or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 43 to 47, where the sequence transitions from a relatively stable range to extreme negative values (-1.0, -1.29, -0.99, -0.69, -0.51). This abrupt deviation from the surrounding pattern indicates a sudden spike anomaly. Additionally, the sequence later returns to a more stable range, suggesting a temporary disruption. This type of anomaly is often observed in ECG data due to sudden electrical disturbances or artifacts.\nActionID: 12"
+        },
+        "4414": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 1521.01), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 1521.01), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4415": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.0, 3.61, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.0, 3.61, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "4416": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4417": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 40, indicating a significant change in the long-term trajectory. This is followed by a nonlinear growth pattern, particularly in the later part of the sequence, where the values increase exponentially. This behavior suggests a combination of a trend change and nonlinear pattern anomaly. However, the dominant anomaly is the nonlinear growth pattern in the latter part of the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 40, indicating a significant change in the long-term trajectory. This is followed by a nonlinear growth pattern, particularly in the later part of the sequence, where the values increase exponentially. This behavior suggests a combination of a trend change and nonlinear pattern anomaly. However, the dominant anomaly is the nonlinear growth pattern in the latter part of the sequence.\nActionID: 14"
+        },
+        "4418": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.72, 2.01, 2.28, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.72, 2.01, 2.28, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Non"
+        },
+        "4419": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "4420": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "4421": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08, 2.36)",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08, 2.36)"
+        },
+        "4422": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.\nActionID: 14"
+        },
+        "4423": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4424": {
+            "Thought": "The sequence initially exhibits a gradual upward trend, followed by a sudden and sharp drop at index 16 (from 10.0 to 8.0), which disrupts the smooth progression. After this drop, the sequence stabilizes into a new pattern with smaller fluctuations around a lower range. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, at a specific point.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual upward trend, followed by a sudden and sharp drop at index 16 (from 10.0 to 8.0), which disrupts the smooth progression. After this drop, the sequence stabilizes into a new pattern with smaller fluctuations around a lower range. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, at a specific point.\nActionID: 4"
+        },
+        "4425": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 24, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 24, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4426": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.76, 1.0, 1.36, 1.64, 1.92), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.76, 1.0, 1.36, 1.64, 1.92), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad"
+        },
+        "4427": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "4428": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1.211), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1.211), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4429": {
+            "Thought": "The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "4430": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4431": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there is a gradual increase in values, followed by a sudden spike at index 13 (12.0), which is an isolated extreme value. Subsequently, the sequence transitions into a flatline of zeros starting at index 20, disrupting the normal fluctuations. This indicates a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the flatline anomaly is more prominent and sustained, making it the dominant anomaly type.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there is a gradual increase in values, followed by a sudden spike at index 13 (12.0), which is an isolated extreme value. Subsequently, the sequence transitions into a flatline of zeros starting at index 20, disrupting the normal fluctuations. This indicates a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the flatline anomaly is more prominent and sustained, making it the dominant anomaly type.\nActionID: 10"
+        },
+        "4432": {
+            "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4433": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.06, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.06, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "4434": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 13 (value 1555.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 13 (value 1555.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "4435": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from 10.0 and decreasing steadily to around 6.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is consistent over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from 10.0 and decreasing steadily to around 6.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is consistent over time.\nActionID: 11"
+        },
+        "4436": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4437": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 32, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 32, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4438": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34, -1.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34, -1.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "4439": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4440": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4441": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4442": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4443": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 3, there is a sudden spike (1.0) that deviates significantly from the surrounding values. Additionally, at index 11, there is a repeated value (1.0) that disrupts the normal fluctuation pattern. These anomalies are indicative of a combination of sudden spikes and repeated value anomalies. However, the repeated value anomaly is more prominent as it spans multiple consecutive points.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 3, there is a sudden spike (1.0) that deviates significantly from the surrounding values. Additionally, at index 11, there is a repeated value (1.0) that disrupts the normal fluctuation pattern. These anomalies are indicative of a combination of sudden spikes and repeated value anomalies. However, the repeated value anomaly is more prominent as it spans multiple consecutive points.\nActionID: 9"
+        },
+        "4444": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual drift downward (e.g., -0.02",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual drift downward (e.g., -0.02"
+        },
+        "4445": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "4446": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant nonlinear increase, peaking at index 55, and then a sharp decline. Later, starting at index 115, there is a gradual upward drift, followed by a nonlinear increase and a peak at index 123. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the dominant anomaly is the non",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant nonlinear increase, peaking at index 55, and then a sharp decline. Later, starting at index 115, there is a gradual upward drift, followed by a nonlinear increase and a peak at index 123. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the dominant anomaly is the non"
+        },
+        "4447": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, indicating a significant change in the long-term trajectory. This is followed by a stabilization phase with fluctuations around a higher level. The sharp upward trend suggests a sudden shift in the overall pattern of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, indicating a significant change in the long-term trajectory. This is followed by a stabilization phase with fluctuations around a higher level. The sharp upward trend suggests a sudden shift in the overall pattern of the sequence.\nActionID: 3"
+        },
+        "4448": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "4449": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there are sudden spikes and drops, such as the spike to 0.21 and 0.46, and the drop to -0.33 and -0.51, which disrupt the sequence temporarily. These sudden deviations from the expected pattern indicate the presence of sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there are sudden spikes and drops, such as the spike to 0.21 and 0.46, and the drop to -0.33 and -0.51, which disrupt the sequence temporarily. These sudden deviations from the expected pattern indicate the presence of sudden spikes and drops.\nActionID: 12"
+        },
+        "4450": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "4451": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.33, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.33, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "4452": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "4453": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "4454": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.66 followed by a steep drop to -0.98 and -1.33, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.66 followed by a steep drop to -0.98 and -1.33, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "4455": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 16, there is a noticeable upward shift in the values, with a new range forming around 42-47. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 16, there is a noticeable upward shift in the values, with a new range forming around 42-47. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "4456": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4457": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4458": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4459": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the values fluctuate within a certain range, but starting around index 39, there is a significant upward drift in the values, indicating a Drift Anomaly. Additionally, at index 55, there is a sudden spike in the values (e.g., 1.24, 1.36, 1.56), which is characteristic of a Sudden Spike Anomaly. These anomalies disrupt the normal pattern of the sequence.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the values fluctuate within a certain range, but starting around index 39, there is a significant upward drift in the values, indicating a Drift Anomaly. Additionally, at index 55, there is a sudden spike in the values (e.g., 1.24, 1.36, 1.56), which is characteristic of a Sudden Spike Anomaly. These anomalies disrupt the normal pattern of the sequence.\nActionID: 11"
+        },
+        "4460": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike"
+        },
+        "4461": {
+            "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.\nActionID: 0"
+        },
+        "4462": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4463": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant nonlinear increase, peaking at index 55, and then a gradual decline. Later, starting at index 115, there is a sudden and extreme spike in values, reaching a peak at index 119, followed by a rapid decline. These patterns indicate a combination of sudden spikes, nonlinear growth, and abrupt changes in the sequence. The most prominent anomaly is the nonlinear pattern in the latter",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant nonlinear increase, peaking at index 55, and then a gradual decline. Later, starting at index 115, there is a sudden and extreme spike in values, reaching a peak at index 119, followed by a rapid decline. These patterns indicate a combination of sudden spikes, nonlinear growth, and abrupt changes in the sequence. The most prominent anomaly is the nonlinear pattern in the latter",
+            "ParseError": "unrecognized_action_id"
+        },
+        "4464": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.08). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at index 83 (2.11), which is indicative of a Drift Anomaly. Furthermore, the segment from index 84 to 93 shows a nonlinear growth pattern, deviating from the original trend, which is a",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.08). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at index 83 (2.11), which is indicative of a Drift Anomaly. Furthermore, the segment from index 84 to 93 shows a nonlinear growth pattern, deviating from the original trend, which is a"
+        },
+        "4465": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "4466": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "4467": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -"
+        },
+        "4468": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1280.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1280.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range.\nActionID: 12"
+        },
+        "4469": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 51, where the values decrease from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 51, where the values decrease from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.\nActionID: 4"
+        },
+        "4470": {
+            "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 106.0 at index 21), abrupt drops (e.g., 1.0 at index 18), and inconsistent fluctuations. These disruptions indicate a nonlinear and erratic pattern that deviates from any predictable trend or periodic behavior. The sequence does not follow a consistent linear or periodic structure, suggesting a significant deviation from the original pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 106.0 at index 21), abrupt drops (e.g., 1.0 at index 18), and inconsistent fluctuations. These disruptions indicate a nonlinear and erratic pattern that deviates from any predictable trend or periodic behavior. The sequence does not follow a consistent linear or periodic structure, suggesting a significant deviation from the original pattern.\nActionID: 14"
+        },
+        "4471": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4472": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11637.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11637.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "4473": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "4474": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4475": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 130-140. However, starting at index 29, there is a significant and abrupt drop in values, reaching as low as 92. This is followed by a recovery and a gradual upward drift in values, eventually stabilizing at a higher range (around 120-130). The abrupt drop and subsequent recovery indicate a sudden change in the statistical properties of the sequence, likely due to a shift in the underlying process. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 130-140. However, starting at index 29, there is a significant and abrupt drop in values, reaching as low as 92. This is followed by a recovery and a gradual upward drift in values, eventually stabilizing at a higher range (around 120-130). The abrupt drop and subsequent recovery indicate a sudden change in the statistical properties of the sequence, likely due to a shift in the underlying process. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4476": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "4477": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 33, peaking at index 37, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 33, peaking at index 37, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4478": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by a recovery to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by a recovery to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.\nActionID: 10"
+        },
+        "4479": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4480": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.14, -0.34, -0.36, -0.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.14, -0.34, -0.36, -0.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "4481": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting from index 50, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting from index 50, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4482": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 29, there is a sudden and significant increase in values, with peaks reaching as high as 60.28. This abrupt change in the statistical properties, including the mean and variance, indicates a clear shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 29, there is a sudden and significant increase in values, with peaks reaching as high as 60.28. This abrupt change in the statistical properties, including the mean and variance, indicates a clear shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4483": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 70, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.34, -0.58, -0.64), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 70, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.34, -0.58, -0.64), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+        },
+        "4484": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 1.08, 1.38, 1.56, 1.74, 1.92,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 1.08, 1.38, 1.56, 1.74, 1.92,"
+        },
+        "4485": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38), which disrupts the normal fluctuation pattern. Later, starting around index 72, there is a significant upward drift in values, peaking at index 77 (2.01), followed by a nonlinear pattern of fluctuations. This indicates a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG patterns.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38), which disrupts the normal fluctuation pattern. Later, starting around index 72, there is a significant upward drift in values, peaking at index 77 (2.01), followed by a nonlinear pattern of fluctuations. This indicates a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG patterns.\nActionID: 14"
+        },
+        "4486": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.38), indicating a sudden spike anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (4.01), followed by a nonlinear pattern of fluctuations, and then a gradual downward drift. This suggests a combination of sudden spike anomaly, nonlinear pattern anomaly, and drift anomaly. However, the dominant anomaly appears",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.38), indicating a sudden spike anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (4.01), followed by a nonlinear pattern of fluctuations, and then a gradual downward drift. This suggests a combination of sudden spike anomaly, nonlinear pattern anomaly, and drift anomaly. However, the dominant anomaly appears"
+        },
+        "4487": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "4488": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting at index 24, indicating a significant change in the long-term trajectory of the time series. This suggests a shift in the system's behavior, likely due to a machine-system anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting at index 24, indicating a significant change in the long-term trajectory of the time series. This suggests a shift in the system's behavior, likely due to a machine-system anomaly.\nActionID: 3"
+        },
+        "4489": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4490": {
+            "Thought": "The time series exhibits a sudden and extreme spike at index 74 (value 0.73), followed by a sharp drop to -0.49 and -0.78, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to the baseline. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme spike at index 74 (value 0.73), followed by a sharp drop to -0.49 and -0.78, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to the baseline. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "4491": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4492": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "4493": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 27, there is a noticeable shift in the statistical properties, with the values becoming more variable and exhibiting a different range and distribution. This indicates a significant change in the statistical characteristics of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 27, there is a noticeable shift in the statistical properties, with the values becoming more variable and exhibiting a different range and distribution. This indicates a significant change in the statistical characteristics of the sequence.\nActionID: 4"
+        },
+        "4494": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.28) and index 17 (0.41), followed by a sharp drop at index 18 (-0.38) and index 19 (-1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 16 to 19 shows a continuous deviation from the normal pattern, suggesting a Continuous Segment Anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomalies are the sudden spike and the continuous deviation.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.28) and index 17 (0.41), followed by a sharp drop at index 18 (-0.38) and index 19 (-1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 16 to 19 shows a continuous deviation from the normal pattern, suggesting a Continuous Segment Anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomalies are the sudden spike and the continuous deviation.\nActionID: 12"
+        },
+        "4495": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 20, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4496": {
+            "Thought": "The time series exhibits multiple irregularities. Initially, there is a gradual increase in values, followed by a sudden drop at index 10 (0.126) and a sharp increase at index 11 (0.146). This is followed by a significant spike at index 12 (0.196) and a sharp drop at index 13 (0.116). Additionally, there are abrupt changes in the pattern, such as the sudden rise at index 14 (0.166) and the subsequent drop at index 15 (0.136). These disruptions indicate a combination of sudden spikes and abrupt changes in the sequence. The overall pattern suggests",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities. Initially, there is a gradual increase in values, followed by a sudden drop at index 10 (0.126) and a sharp increase at index 11 (0.146). This is followed by a significant spike at index 12 (0.196) and a sharp drop at index 13 (0.116). Additionally, there are abrupt changes in the pattern, such as the sudden rise at index 14 (0.166) and the subsequent drop at index 15 (0.136). These disruptions indicate a combination of sudden spikes and abrupt changes in the sequence. The overall pattern suggests"
+        },
+        "4497": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 29, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 29, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4498": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4499": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.28, 2.56) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.28, 2.56) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these"
+        },
+        "4500": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "4501": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 33. This is indicative of a Sudden Spike Anomaly. Additionally, at index 92, there is a significant and abrupt increase in amplitude, peaking at 1.21, which is another Sudden Spike Anomaly. The sequence then transitions into a prolonged negative trend with a gradual downward drift, indicating a Drift Anomaly. Finally, the sequence stabilizes into a flatline around index 110,",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 33. This is indicative of a Sudden Spike Anomaly. Additionally, at index 92, there is a significant and abrupt increase in amplitude, peaking at 1.21, which is another Sudden Spike Anomaly. The sequence then transitions into a prolonged negative trend with a gradual downward drift, indicating a Drift Anomaly. Finally, the sequence stabilizes into a flatline around index 110,"
+        },
+        "4502": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 37 and 0.25 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 37 and 0.25 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+        },
+        "4503": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.51 to -0.72), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.51 to -0.72), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+        },
+        "4504": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, forming a U-shaped pattern. However, after the peak, the sequence transitions into a flatline of repeated values (1.36) from index 33 to 37, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, forming a U-shaped pattern. However, after the peak, the sequence transitions into a flatline of repeated values (1.36) from index 33 to 37, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly.\nActionID: 10"
+        },
+        "4505": {
+            "Thought": "The sequence exhibits a sudden flatline at index 47 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 47 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "4506": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4507": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "4508": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g"
+        },
+        "4509": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize at a lower level, indicating a potential drift or a change in the long-term trend. This suggests a significant shift in the overall trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize at a lower level, indicating a potential drift or a change in the long-term trend. This suggests a significant shift in the overall trajectory of the time series.\nActionID: 3"
+        },
+        "4510": {
+            "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 37). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a sharp drop and subsequent fluctuations at a higher range (approximately 40 to 45). This indicates a sudden spike in the data, followed by a new stable range, suggesting a disruption in the normal pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 37). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a sharp drop and subsequent fluctuations at a higher range (approximately 40 to 45). This indicates a sudden spike in the data, followed by a new stable range, suggesting a disruption in the normal pattern.\nActionID: 12"
+        },
+        "4511": {
+            "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or disruptions that would indicate an anomaly. The sequence remains within expected bounds for a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or disruptions that would indicate an anomaly. The sequence remains within expected bounds for a normal ECG signal.\nActionID: 0"
+        },
+        "4512": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4513": {
+            "Thought": "The sequence initially exhibits a gradual upward drift in values, peaking around 0.14, followed by a sudden drop to 0.06 and then a return to a lower range. This indicates a temporary disruption in the sequence, likely caused by a sudden spike or drop in the Server-IOPS data. The values then stabilize and resume a smoother trend. The anomaly is characterized by the sudden spike and drop.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual upward drift in values, peaking around 0.14, followed by a sudden drop to 0.06 and then a return to a lower range. This indicates a temporary disruption in the sequence, likely caused by a sudden spike or drop in the Server-IOPS data. The values then stabilize and resume a smoother trend. The anomaly is characterized by the sudden spike and drop.\nActionID: 12"
+        },
+        "4514": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 10, where the values drop sharply from a relatively stable range to a steep negative trend, followed by a recovery and oscillation. This behavior indicates a disruption in the normal ECG pattern, likely due to a sudden change in the underlying physiological process. The sharp drop and recovery suggest a potential anomaly in the signal, which could be indicative of a significant event in the ECG data.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 10, where the values drop sharply from a relatively stable range to a steep negative trend, followed by a recovery and oscillation. This behavior indicates a disruption in the normal ECG pattern, likely due to a sudden change in the underlying physiological process. The sharp drop and recovery suggest a potential anomaly in the signal, which could be indicative of a significant event in the ECG data.\nActionID: 3"
+        },
+        "4515": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4516": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4517": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4518": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 33, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 33, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4519": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 15 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4520": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56, 0.68, 0.84, 1.02, 1",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56, 0.68, 0.84, 1.02, 1"
+        },
+        "4521": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4522": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4523": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4524": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 2 (1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 3, further emphasizing the anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 2 (1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 3, further emphasizing the anomaly.\nActionID: 12"
+        },
+        "4525": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11651.44) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11651.44) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "4526": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4527": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 10 to 12, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 10 to 12, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "4528": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4529": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4530": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.\nActionID: 11"
+        },
+        "4531": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4532": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4533": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "4534": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+        },
+        "4535": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 40.28), which deviates sharply from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 40.28), which deviates sharply from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4536": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "4537": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a nonlinear pattern. However, the sequence stabilizes into a fluctuating pattern with no significant disruptions or irregularities. The overall behavior does not deviate from a normal machine-system operation.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a nonlinear pattern. However, the sequence stabilizes into a fluctuating pattern with no significant disruptions or irregularities. The overall behavior does not deviate from a normal machine-system operation.\nActionID: 0"
+        },
+        "4538": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This behavior is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This behavior is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "4539": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.09) and a subsequent sharp increase to 2.09 at index 40. This is followed by a nonlinear pattern of exponential growth from index 41 to 47, where the values increase rapidly and deviate from the previous trend. The sequence then stabilizes and returns to a more normal range. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent stabilization.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.09) and a subsequent sharp increase to 2.09 at index 40. This is followed by a nonlinear pattern of exponential growth from index 41 to 47, where the values increase rapidly and deviate from the previous trend. The sequence then stabilizes and returns to a more normal range. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent stabilization.\nActionID: 14"
+        },
+        "4540": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 26, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 26, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4541": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4542": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4543": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 12, 13, and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, where values consistently decrease, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 12, 13, and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, where values consistently decrease, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.\nActionID: 10"
+        },
+        "4544": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a steep drop to -1.04 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a steep drop to -1.04 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4545": {
+            "Thought": "The time series exhibits a sudden and significant deviation in amplitude at multiple points, such as the spike to 0.66 and subsequent drop to -0.43, -0.5, and -0.52. These abrupt changes disrupt the normal fluctuation pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity. Additionally, the sequence returns to a more stable range after these events, further confirming the transient nature of the anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at multiple points, such as the spike to 0.66 and subsequent drop to -0.43, -0.5, and -0.52. These abrupt changes disrupt the normal fluctuation pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity. Additionally, the sequence returns to a more stable range after these events, further confirming the transient nature of the anomalies.\nActionID: 12"
+        },
+        "4546": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.42, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.42, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g"
+        },
+        "4547": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden drops (e.g., 0.0 at index 16 and 17) and spikes (e.g., 0.2 at index 18 and 0.25 at index 58), as well as fluctuations that deviate from the expected range. These anomalies occur sporadically throughout the sequence, indicating isolated irregularities in the data. This pattern aligns with sparse anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden drops (e.g., 0.0 at index 16 and 17) and spikes (e.g., 0.2 at index 18 and 0.25 at index 58), as well as fluctuations that deviate from the expected range. These anomalies occur sporadically throughout the sequence, indicating isolated irregularities in the data. This pattern aligns with sparse anomalies.\nActionID: 8"
+        },
+        "4548": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4549": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4550": {
+            "Thought": "The sequence exhibits a sudden flatline at index 10 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 10 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.\nActionID: 10"
+        },
+        "4551": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+        },
+        "4552": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "4553": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+        },
+        "4554": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4555": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 64 to 80), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows repeated values (e.g., 0.0, 0.01) disrupting the normal",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 64 to 80), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows repeated values (e.g., 0.0, 0.01) disrupting the normal"
+        },
+        "4556": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 20), abrupt drops (e.g., -100.0 at index 21), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 20), abrupt drops (e.g., -100.0 at index 21), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "4557": {
+            "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 30-36), but starting at index 16, there is a sudden and significant increase in values, peaking at 55.56. This is followed by a sharp drop and a new stable range (approximately 26-30). The abrupt spike at index 16 and subsequent drop indicate a sudden disruption in the sequence, likely caused by an anomaly in the Server-IOPS behavior. This is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 30-36), but starting at index 16, there is a sudden and significant increase in values, peaking at 55.56. This is followed by a sharp drop and a new stable range (approximately 26-30). The abrupt spike at index 16 and subsequent drop indicate a sudden disruption in the sequence, likely caused by an anomaly in the Server-IOPS behavior. This is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4558": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "4559": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -0.78, followed by a rapid recovery and subsequent large oscillations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the baseline, which could also suggest a disruption in the ECG signal. However, the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -0.78, followed by a rapid recovery and subsequent large oscillations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the baseline, which could also suggest a disruption in the ECG signal. However, the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "4560": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4561": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4562": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "4563": {
+            "Thought": "The value 12652.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 12652.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+        },
+        "4564": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.62) followed by a sharp drop to -0.48 and -0.69, indicating sudden spikes and drops. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94,",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.62) followed by a sharp drop to -0.48 and -0.69, indicating sudden spikes and drops. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94,",
+            "ParseError": "unrecognized_action_id"
+        },
+        "4565": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier"
+        },
+        "4566": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 11), abrupt drops (e.g., -102.0 at index 13), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 11), abrupt drops (e.g., -102.0 at index 13), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "4567": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values at index 47 (from 10.0 to 7.9), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 47 (from 10.0 to 7.9), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4568": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the sequence does not return to its original range and continues to drift lower. This behavior is characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the sequence does not return to its original range and continues to drift lower. This behavior is characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4569": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index"
+        },
+        "4570": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.28, 0.46, 0.72, 0.96, 1.28, 1.52, 1.68, 1.88, 2.08), followed by a return to a fluctuating pattern, indicating a Nonlinear Pattern Anomaly. Additionally, the",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.28, 0.46, 0.72, 0.96, 1.28, 1.52, 1.68, 1.88, 2.08), followed by a return to a fluctuating pattern, indicating a Nonlinear Pattern Anomaly. Additionally, the"
+        },
+        "4571": {
+            "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are multiple instances of sudden spikes (e.g., 10.0 at index 10, 10.0 at index 23, and 10.0 at index 29) that deviate significantly from the surrounding values, disrupting the normal flow of the sequence. These spikes are isolated and return to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are multiple instances of sudden spikes (e.g., 10.0 at index 10, 10.0 at index 23, and 10.0 at index 29) that deviate significantly from the surrounding values, disrupting the normal flow of the sequence. These spikes are isolated and return to the normal range immediately after.\nActionID: 12"
+        },
+        "4572": {
+            "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values decrease steadily and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values decrease steadily and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4573": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4574": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting around index 40, the sequence exhibits a sudden and sharp drop in values, deviating significantly from the previous pattern. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting around index 40, the sequence exhibits a sudden and sharp drop in values, deviating significantly from the previous pattern. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.\nActionID: 4"
+        },
+        "4575": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 16 (0.28) followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68), indicating a Sudden Spike Anomaly. Additionally, there is a significant nonlinear growth pattern starting around index 76, where the values increase rapidly to a peak (e.g., 1.72 at index 80) and then decrease, deviating from the original linear or periodic pattern, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nAction",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 16 (0.28) followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68), indicating a Sudden Spike Anomaly. Additionally, there is a significant nonlinear growth pattern starting around index 76, where the values increase rapidly to a peak (e.g., 1.72 at index 80) and then decrease, deviating from the original linear or periodic pattern, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nAction"
+        },
+        "4576": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4577": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4578": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4579": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "4580": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+        },
+        "4581": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a sharp upward trend, followed by a peak and subsequent fluctuations. This behavior indicates a nonlinear pattern that breaks the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a sharp upward trend, followed by a peak and subsequent fluctuations. This behavior indicates a nonlinear pattern that breaks the original linear rule.\nActionID: 14"
+        },
+        "4582": {
+            "Thought": "The sequence exhibits significant fluctuations in amplitude, with values ranging from as low as 123.0 to as high as 1521.0. These fluctuations appear to follow a consistent pattern without any abrupt deviations, disruptions, or anomalies. The sequence appears to be normal for the given domain of Server-YAHOO.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits significant fluctuations in amplitude, with values ranging from as low as 123.0 to as high as 1521.0. These fluctuations appear to follow a consistent pattern without any abrupt deviations, disruptions, or anomalies. The sequence appears to be normal for the given domain of Server-YAHOO.\nActionID: 0"
+        },
+        "4583": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "4584": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around indices 86-89 (e.g., -1.22, -1.58, -1.01, -0.68), which deviates sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around indices 86-89 (e.g., -1.22, -1.58, -1.01, -0.68), which deviates sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4585": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "4586": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (40879.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (40879.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "4587": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.3, 2.01, 2.36, 2.51, 2.66), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.3, 2.01, 2.36, 2.51, 2.66), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0."
+        },
+        "4588": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4589": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.\nActionID: 0"
+        },
+        "4590": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden and extreme drop to -0.01, followed by a sharp decline to -0.03 and further to -0.04. This indicates a significant deviation from the normal range. Additionally, at index 49, there is a sudden spike to 0.2, followed by a sharp drop to -0.01 and further to -0.03, disrupting the sequence. These sudden spikes and drops are indicative of Sudden Spike Anomalies. Furthermore, the sequence later shows a nonlinear growth pattern",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden and extreme drop to -0.01, followed by a sharp decline to -0.03 and further to -0.04. This indicates a significant deviation from the normal range. Additionally, at index 49, there is a sudden spike to 0.2, followed by a sharp drop to -0.01 and further to -0.03, disrupting the sequence. These sudden spikes and drops are indicative of Sudden Spike Anomalies. Furthermore, the sequence later shows a nonlinear growth pattern",
+            "ParseError": "unrecognized_action_id"
+        },
+        "4591": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 35-40. However, starting at index 13, there is a sudden and significant increase in values, peaking at 55.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 35-40. However, starting at index 13, there is a sudden and significant increase in values, peaking at 55.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.\nActionID: 3"
+        },
+        "4592": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable shift in the statistical properties, with the values increasing more rapidly and deviating from the earlier stable range. This indicates an abrupt change in the mean and variance of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable shift in the statistical properties, with the values increasing more rapidly and deviating from the earlier stable range. This indicates an abrupt change in the mean and variance of the sequence.\nActionID: 4"
+        },
+        "4593": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-1237.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-1237.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4594": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 19, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 19, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "4595": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "4596": {
+            "Thought": "The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "4597": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4598": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 96, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 96, which deviates from the earlier"
+        },
+        "4599": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "4600": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4601": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.59, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.59, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "4602": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 47 (-1.38) and index 48 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 47 (-1.38) and index 48 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4603": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear"
+        },
+        "4604": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4605": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values stabilize at a lower level, indicating a potential drift or change in the overall trend. This suggests a gradual deviation from the original pattern.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values stabilize at a lower level, indicating a potential drift or change in the overall trend. This suggests a gradual deviation from the original pattern.\nActionID: 11"
+        },
+        "4606": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "4607": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4608": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 23, where the value plummets to 13.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 23, where the value plummets to 13.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "4609": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.062, 0.064) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.062, 0.064) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "4610": {
+            "Thought": "The value 22.0 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 4.0 and 12.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 22.0 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 4.0 and 12.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "4611": {
+            "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.26, 0.61) followed by a sharp drop (-0.69, -1.44). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.26, 0.61) followed by a sharp drop (-0.69, -1.44). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "4612": {
+            "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 43, there is a sudden and significant increase in values, with a sharp rise to 50.28, 53.91, and 56.06, followed by a new higher range (approximately 40 to 50). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 43, there is a sudden and significant increase in values, with a sharp rise to 50.28, 53.91, and 56.06, followed by a new higher range (approximately 40 to 50). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.\nActionID: 4"
+        },
+        "4613": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "4614": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4615": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a gradual drift away from the initial level.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a gradual drift away from the initial level.\nActionID: 11"
+        },
+        "4616": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "4617": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.42, -0.68), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.62, 0.92, 1.1, 1.36, 1.56, 1.72), followed by a return to a lower range, indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase in values",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.42, -0.68), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.62, 0.92, 1.1, 1.36, 1.56, 1.72), followed by a return to a lower range, indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase in values"
+        },
+        "4618": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.11, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the Server-IOPS.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.11, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the Server-IOPS.\nActionID: 4"
+        },
+        "4619": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1535.06), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1535.06), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+        },
+        "4620": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "4621": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.\nActionID: 0"
+        },
+        "4622": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 9, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.21 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 9, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.21 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG"
+        },
+        "4623": {
+            "Thought": "The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "4624": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 3 (-1278.77), which deviates drastically from the surrounding values. This isolated extreme value disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 3 (-1278.77), which deviates drastically from the surrounding values. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "4625": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "4626": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4627": {
+            "Thought": "The sequence exhibits a consistent and smooth decline in values over time, with no abrupt changes, spikes, or disruptions. The fluctuations are within a reasonable range, and the overall trend appears natural and expected for an environment-sensor domain. There are no indications of anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent and smooth decline in values over time, with no abrupt changes, spikes, or disruptions. The fluctuations are within a reasonable range, and the overall trend appears natural and expected for an environment-sensor domain. There are no indications of anomalies.\nActionID: 0"
+        },
+        "4628": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 93, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 93, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "4629": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 30, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 30, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4630": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 23 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 23 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+        },
+        "4631": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 27 to 29, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 27 to 29, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "4632": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4633": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+        },
+        "4634": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 19, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 19, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "4635": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4636": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 24, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 24, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4637": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 37-43), but starting at index 41, there is a sudden and significant increase in values, peaking at 59.25. This is followed by a gradual decline and stabilization at a lower range (approximately 33-37). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 37-43), but starting at index 41, there is a sudden and significant increase in values, peaking at 59.25. This is followed by a gradual decline and stabilization at a lower range (approximately 33-37). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4638": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 47, there is a sudden flatline of zeros, followed by a significant drop to negative values (e.g., -1.0, -1.32, -1.34). This indicates a combination of a Sudden Flatline Anomaly and a Continuous Segment Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The most prominent anomaly is the nonlinear pattern change.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 47, there is a sudden flatline of zeros, followed by a significant drop to negative values (e.g., -1.0, -1.32, -1.34). This indicates a combination of a Sudden Flatline Anomaly and a Continuous Segment Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The most prominent anomaly is the nonlinear pattern change.\nActionID: 14"
+        },
+        "4639": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4640": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.02 to 0.04), but starting at index 34, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (0.06 to 0.08). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.02 to 0.04), but starting at index 34, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (0.06 to 0.08). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4641": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.96, 3.28, 4.06) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.96, 3.28, 4.06) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift"
+        },
+        "4642": {
+            "Thought": "The sequence exhibits a sudden flatline at index 59 with a value of 0.0, which is a significant deviation from the surrounding values that range between approximately 6.8 and 8.8. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 59 with a value of 0.0, which is a significant deviation from the surrounding values that range between approximately 6.8 and 8.8. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.\nActionID: 10"
+        },
+        "4643": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4644": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4645": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4646": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) followed by a return to a fluctuating pattern, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter part (e.g., -",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) followed by a return to a fluctuating pattern, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter part (e.g., -"
+        },
+        "4647": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4648": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 30-35 and 50-55), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 30-35 and 50-55), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "4649": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.51, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.51, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4650": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "4651": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4652": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 23-27, which disrupts the sequence. This is followed by a nonlinear pattern of exponential growth and decay around index 80-90, deviating from the earlier trend. Additionally, there are repeated values and flatline segments in the latter part of the sequence. These patterns indicate a combination of drift, sudden spike, nonlinear pattern, and repeated value anomalies. However, the most prominent anomaly is the nonlinear pattern in the latter part of the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 23-27, which disrupts the sequence. This is followed by a nonlinear pattern of exponential growth and decay around index 80-90, deviating from the earlier trend. Additionally, there are repeated values and flatline segments in the latter part of the sequence. These patterns indicate a combination of drift, sudden spike, nonlinear pattern, and repeated value anomalies. However, the most prominent anomaly is the nonlinear pattern in the latter part of the sequence.\nActionID: 14"
+        },
+        "4653": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "4654": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4655": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 15 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 15 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4656": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or fluctuations. At index 24, there is a sudden shift to non-zero values, which exhibit a new pattern of fluctuations. This abrupt transition from a flatline to a fluctuating pattern suggests a significant change in the statistical properties of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or fluctuations. At index 24, there is a sudden shift to non-zero values, which exhibit a new pattern of fluctuations. This abrupt transition from a flatline to a fluctuating pattern suggests a significant change in the statistical properties of the sequence.\nActionID: 4"
+        },
+        "4657": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a sudden and significant drop in values, reaching as low as 0.06. This abrupt change in the statistical properties, particularly the mean and variance, indicates a shift in the behavior of the time series. After this drop, the sequence gradually returns to a more stable pattern, but the abrupt change at index 10 is the key anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a sudden and significant drop in values, reaching as low as 0.06. This abrupt change in the statistical properties, particularly the mean and variance, indicates a shift in the behavior of the time series. After this drop, the sequence gradually returns to a more stable pattern, but the abrupt change at index 10 is the key anomaly.\nActionID: 4"
+        },
+        "4658": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4659": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4660": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4661": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 4 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 4 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4662": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are two isolated spikes at indices 48 and 49 (values 13.0 and 12.0, respectively). These spikes are significantly higher than the surrounding values and disrupt the otherwise flat pattern. This indicates sporadic anomalous behavior.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are two isolated spikes at indices 48 and 49 (values 13.0 and 12.0, respectively). These spikes are significantly higher than the surrounding values and disrupt the otherwise flat pattern. This indicates sporadic anomalous behavior.\nActionID: 8"
+        },
+        "4663": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.35 at index 17), abrupt drops (e.g., -100.11 at index 20), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.35 at index 17), abrupt drops (e.g., -100.11 at index 20), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "4664": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 43, there is a significant outlier (0.28, 0.61) followed by a drastic drop to -1.11 and -1.42, indicating a sudden spike anomaly. Later, starting around index 96, there is a nonlinear growth pattern with values increasing exponentially (e.g., 1.22, 2.82, 4.31), which deviates from the earlier trend",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 43, there is a significant outlier (0.28, 0.61) followed by a drastic drop to -1.11 and -1.42, indicating a sudden spike anomaly. Later, starting around index 96, there is a nonlinear growth pattern with values increasing exponentially (e.g., 1.22, 2.82, 4.31), which deviates from the earlier trend"
+        },
+        "4665": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.64, 1.0, 1.36, 1.68, 1.92, 2.08) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and decay, breaking the original linear or stable trend. These combined behaviors suggest a",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.64, 1.0, 1.36, 1.68, 1.92, 2.08) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and decay, breaking the original linear or stable trend. These combined behaviors suggest a"
+        },
+        "4666": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11, 2.38, 2.56) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11, 2.38, 2.56) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in"
+        },
+        "4667": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 4.332, 4.334, 4.336) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 4.332, 4.334, 4.336) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.\nActionID: 9"
+        },
+        "4668": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4669": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+        },
+        "4670": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting the classification as a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting the classification as a temporary disruption.\nActionID: 12"
+        },
+        "4671": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "4672": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.46) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.46) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows"
+        },
+        "4673": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4674": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "4675": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 16, peaking at index 20, and then returning to a downward trend. This abrupt change in the long-term trajectory indicates a significant shift in the trend of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 16, peaking at index 20, and then returning to a downward trend. This abrupt change in the long-term trajectory indicates a significant shift in the trend of the time series.\nActionID: 3"
+        },
+        "4676": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden"
+        },
+        "4677": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4678": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 23, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 27-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 23.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 23, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 27-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 23.\nActionID: 12"
+        },
+        "4679": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "4680": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 16, there is a sudden spike to 38.3, which is significantly higher than the surrounding values. Additionally, at index 23, there is another spike to 38.3, followed by a drop to 34.0, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of temporary disruptions in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 16, there is a sudden spike to 38.3, which is significantly higher than the surrounding values. Additionally, at index 23, there is another spike to 38.3, followed by a drop to 34.0, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of temporary disruptions in the sequence.\nActionID: 12"
+        },
+        "4681": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4682": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4683": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4684": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4685": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a stable range, but starting from index 36, there is a sharp and nonlinear increase in values, followed by a nonlinear decrease. This behavior deviates from any consistent linear or periodic pattern, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a stable range, but starting from index 36, there is a sharp and nonlinear increase in values, followed by a nonlinear decrease. This behavior deviates from any consistent linear or periodic pattern, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4686": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.71 followed by a steep drop to -1.28 and -1.56, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.71 followed by a steep drop to -1.28 and -1.56, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "4687": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 2.0 to 2.3), but starting at index 33, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 1.5 to 2.0). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 2.0 to 2.3), but starting at index 33, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 1.5 to 2.0). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4688": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop in values around index 29, where the sequence transitions into a flatline of repeated values (1.36) for several points. This flatline disrupts the normal fluctuation pattern and is indicative of a sudden loss of variability in the sensor readings. After the flatline, the sequence resumes with fluctuations but exhibits a different statistical distribution compared to the earlier part of the series. This suggests a combination of a Sudden Flatline Anomaly and a Distributional Change Anomaly. However, the flatline is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop in values around index 29, where the sequence transitions into a flatline of repeated values (1.36) for several points. This flatline disrupts the normal fluctuation pattern and is indicative of a sudden loss of variability in the sensor readings. After the flatline, the sequence resumes with fluctuations but exhibits a different statistical distribution compared to the earlier part of the series. This suggests a combination of a Sudden Flatline Anomaly and a Distributional Change Anomaly. However, the flatline is the most prominent anomaly.\nActionID: 10"
+        },
+        "4689": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal pattern, suggesting a Continuous Segment Anomaly. Later, starting at index 87, there is a significant upward drift in values, followed by a nonlinear growth pattern, indicating a Drift Anomaly and Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal pattern, suggesting a Continuous Segment Anomaly. Later, starting at index 87, there is a significant upward drift in values, followed by a nonlinear growth pattern, indicating a Drift Anomaly and Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal"
+        },
+        "4690": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 2.28) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 2.28) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+        },
+        "4691": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.\nActionID: 1"
+        },
+        "4692": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4693": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "4694": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "4695": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data.\nActionID: 0"
+        },
+        "4696": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. At index 20, the sequence abruptly transitions to non-zero values, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. At index 20, the sequence abruptly transitions to non-zero values, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.\nActionID: 4"
+        },
+        "4697": {
+            "Thought": "The time series exhibits a sudden and significant deviation in amplitude at index 96, where the value spikes to 0.68, followed by a sharp drop to -0.58 and -0.78. This behavior is indicative of a sudden spike anomaly, as the values deviate drastically from the surrounding data and then return to a more typical range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at index 96, where the value spikes to 0.68, followed by a sharp drop to -0.58 and -0.78. This behavior is indicative of a sudden spike anomaly, as the values deviate drastically from the surrounding data and then return to a more typical range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+        },
+        "4698": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4699": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Later, starting around index 74, there is a significant upward drift in values, peaking at index 79 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern also shows nonlinear growth and decay, deviating from a linear trend. Given the healthcare-E",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Later, starting around index 74, there is a significant upward drift in values, peaking at index 79 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern also shows nonlinear growth and decay, deviating from a linear trend. Given the healthcare-E"
+        },
+        "4700": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 1.0, 1.666, 1.666, 1.666, 1.666) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 1.0, 1.666, 1.666, 1.666, 1.666) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "4701": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to a new pattern of negative values with a gradual downward trend. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, suggesting a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to a new pattern of negative values with a gradual downward trend. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, suggesting a Change Point Anomaly.\nActionID: 4"
+        },
+        "4702": {
+            "Thought": "The sequence exhibits a sudden flatline at index 29 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 29 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "4703": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.64, 1.96, 2.11, 2.31), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.64, 1.96, 2.11, 2.31), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+        },
+        "4704": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4705": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 32, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 32, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4706": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+        },
+        "4707": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4708": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.3, 4.31, 5.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.3, 4.31, 5.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "4709": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.08, -1.21). This indicates a sudden spike anomaly. Additionally, the sequence later transitions into a gradual upward",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.08, -1.21). This indicates a sudden spike anomaly. Additionally, the sequence later transitions into a gradual upward"
+        },
+        "4710": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4711": {
+            "Thought": "The time series exhibits a sudden and significant deviation in amplitude at index 74, where the value spikes to 0.68, followed by a sharp drop to -0.38 and -0.56. This behavior is inconsistent with the surrounding values, which generally fluctuate within a smaller range. Such abrupt changes in amplitude are indicative of an anomaly in the ECG signal, potentially representing an abnormal event or artifact.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at index 74, where the value spikes to 0.68, followed by a sharp drop to -0.38 and -0.56. This behavior is inconsistent with the surrounding values, which generally fluctuate within a smaller range. Such abrupt changes in amplitude are indicative of an anomaly in the ECG signal, potentially representing an abnormal event or artifact.\nActionID: 6"
+        },
+        "4712": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4713": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index"
+        },
+        "4714": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4715": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 46, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 46, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.\nActionID: 4"
+        },
+        "4716": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "4717": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+        },
+        "4718": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.46, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 1.92, 2.11, 2.36), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.46, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 1.92, 2.11, 2.36), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.0"
+        },
+        "4719": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4720": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.06, 0.18, 0.32, 0.42, 0.52) around index 50, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The presence of these anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.06, 0.18, 0.32, 0.42, 0.52) around index 50, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The presence of these anom"
+        },
+        "4721": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.7, 3.4, 3.92) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.7, 3.4, 3.92) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with"
+        },
+        "4722": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -125.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -2000. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -125.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4723": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "4724": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+        },
+        "4725": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "4726": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1168.39) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1168.39) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "4727": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4728": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4729": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 50, there is a sudden flatline of zeros, followed by a segment of repeated values (1.36) and intermittent zeros. This disrupts the normal fluctuation pattern. Additionally, there are sporadic high values (e.g., 1.36, 1.38, 1.37) that deviate from the expected range, indicating sparse anomalies. The combination of these behaviors suggests a mix of Sudden Flatline Anomaly, Repeated Value Anomaly, and Sparse Anomaly. However, the dominant anomaly is",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 50, there is a sudden flatline of zeros, followed by a segment of repeated values (1.36) and intermittent zeros. This disrupts the normal fluctuation pattern. Additionally, there are sporadic high values (e.g., 1.36, 1.38, 1.37) that deviate from the expected range, indicating sparse anomalies. The combination of these behaviors suggests a mix of Sudden Flatline Anomaly, Repeated Value Anomaly, and Sparse Anomaly. However, the dominant anomaly is"
+        },
+        "4730": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4731": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (11.0) and a sharp increase to 23.0 at index 20. This is followed by a nonlinear pattern of fluctuations, including exponential-like growth and irregular oscillations. The sequence transitions into a highly irregular pattern with significant deviations from the original trend, indicating a combination of drift, sudden spikes, and nonlinear changes.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (11.0) and a sharp increase to 23.0 at index 20. This is followed by a nonlinear pattern of fluctuations, including exponential-like growth and irregular oscillations. The sequence transitions into a highly irregular pattern with significant deviations from the original trend, indicating a combination of drift, sudden spikes, and nonlinear changes.\nActionID: 14"
+        },
+        "4732": {
+            "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "4733": {
+            "Thought": "The sequence exhibits a sudden flatline at index 59 with a value of 0.0, which is a significant deviation from the surrounding values that range between approximately 6.8 and 8.8. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 59 with a value of 0.0, which is a significant deviation from the surrounding values that range between approximately 6.8 and 8.8. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.\nActionID: 10"
+        },
+        "4734": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 12 (0.28) and index 13 (0.41), followed by a sharp drop at index 14 (-0.38) and index 15 (-1.38), indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 90-100 (e.g., 0.28, 0.5, 0.62, 0.72, 0.84, 0.92, 1.04, 1.16,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 12 (0.28) and index 13 (0.41), followed by a sharp drop at index 14 (-0.38) and index 15 (-1.38), indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 90-100 (e.g., 0.28, 0.5, 0.62, 0.72, 0.84, 0.92, 1.04, 1.16,"
+        },
+        "4735": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4736": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+        },
+        "4737": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4738": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 30-33, but starting at index 10, there is a sudden and significant increase in values, peaking at 50.25. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 30-33, but starting at index 10, there is a sudden and significant increase in values, peaking at 50.25. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4739": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4740": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+        },
+        "4741": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08) starting"
+        },
+        "4742": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could"
+        },
+        "4743": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4744": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.28, 0.51, 0.74, 0.98, 1.28, 1.58, 1.76, 2.08) starting around index 90, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.28, 0.51, 0.74, 0.98, 1.28, 1.58, 1.76, 2.08) starting around index 90, which deviates from the"
+        },
+        "4745": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 40.91), which deviates sharply from the surrounding values that generally range between 28 and 34. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 40.91), which deviates sharply from the surrounding values that generally range between 28 and 34. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4746": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+        },
+        "4747": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 21 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4748": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "4749": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, -0.13). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., from index 60 onward, values decrease stead",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, -0.13). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., from index 60 onward, values decrease stead"
+        },
+        "4750": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4751": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4752": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "4753": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4754": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant outlier (0.52), followed by a sharp negative spike (-0.59). Later, the sequence shows a nonlinear growth pattern (e.g., exponential-like increase around index 90-100). These disruptions indicate a combination of sudden spikes, amplitude anomalies, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant outlier (0.52), followed by a sharp negative spike (-0.59). Later, the sequence shows a nonlinear growth pattern (e.g., exponential-like increase around index 90-100). These disruptions indicate a combination of sudden spikes, amplitude anomalies, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+        },
+        "4755": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.68, -1.72). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.68, -1.72). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "4756": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.3. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.3. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+        },
+        "4757": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, which is characteristic of a Sudden Spike Anomaly. Additionally, there are segments of continuous deviation from the normal pattern, such as the sharp rise and fall around index 33-37 and the nonlinear growth and decay patterns later in the sequence. These disruptions indicate a combination of Sudden Spike Anomaly and Continuous Segment Anomaly. However, the most prominent anomaly is the sudden spike and drop, which dominates the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, which is characteristic of a Sudden Spike Anomaly. Additionally, there are segments of continuous deviation from the normal pattern, such as the sharp rise and fall around index 33-37 and the nonlinear growth and decay patterns later in the sequence. These disruptions indicate a combination of Sudden Spike Anomaly and Continuous Segment Anomaly. However, the most prominent anomaly is the sudden spike and drop, which dominates the sequence.\nActionID: 12"
+        },
+        "4758": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4759": {
+            "Thought": "The time series shows a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4760": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the expected pattern of the time series.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the expected pattern of the time series.\nActionID: 7"
+        },
+        "4761": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4762": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 27, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 27, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "4763": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.96, 2.21, 2.56, 2.92) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.96, 2.21, 2.56, 2.92) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear"
+        },
+        "4764": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "4765": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 23 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 23 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4766": {
+            "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant deviations, abrupt changes, or disruptions in the statistical properties of the sequence. The values remain within a reasonable range for traffic flow data, and no specific anomaly type is evident. This suggests the sequence is normal for its domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant deviations, abrupt changes, or disruptions in the statistical properties of the sequence. The values remain within a reasonable range for traffic flow data, and no specific anomaly type is evident. This suggests the sequence is normal for its domain.\nActionID: 0"
+        },
+        "4767": {
+            "Thought": "The time series initially fluctuates around a higher range (approximately 120-130) but then exhibits a gradual downward drift starting around index 16, where the values begin to decrease steadily. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 120-130) but then exhibits a gradual downward drift starting around index 16, where the values begin to decrease steadily. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4768": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.\nActionID: 0"
+        },
+        "4769": {
+            "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, there is a sudden and extreme drop to -11.0, followed by a rapid recovery to -1.0 and then a sharp increase to 10.0 and beyond. This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, there is a sudden and extreme drop to -11.0, followed by a rapid recovery to -1.0 and then a sharp increase to 10.0 and beyond. This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly.\nActionID: 12"
+        },
+        "4770": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11672.44) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11672.44) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "4771": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.32, -1.59), which disrupts the sequence. This indicates a combination of sudden spikes and a flatline anomaly, but the most prominent feature is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.32, -1.59), which disrupts the sequence. This indicates a combination of sudden spikes and a flatline anomaly, but the most prominent feature is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4772": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and sharp increase in values starting around index 16, peaking at index 20. Afterward, the sequence stabilizes and fluctuates around a new level. This indicates a significant change in the long-term trend of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and sharp increase in values starting around index 16, peaking at index 20. Afterward, the sequence stabilizes and fluctuates around a new level. This indicates a significant change in the long-term trend of the time series.\nActionID: 3"
+        },
+        "4773": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4774": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 21 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4775": {
+            "Thought": "The time series exhibits a sudden and extreme drop at index 83 (-1.08) and index 84 (-1.21), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 83 (-1.08) and index 84 (-1.21), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "4776": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a sharp decline starting around index 16, where the values drop significantly and remain in a lower range. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying process. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a sharp decline starting around index 16, where the values drop significantly and remain in a lower range. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying process. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4777": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11642.42) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11642.42) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "4778": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.06, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.06, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a"
+        },
+        "4779": {
+            "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+        },
+        "4780": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g"
+        },
+        "4781": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.7 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.7 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4782": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a long-term drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a long-term drift anomaly.\nActionID: 11"
+        },
+        "4783": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4784": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "4785": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 22, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 22, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4786": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 3 (10000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 3 (10000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+        },
+        "4787": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior with minor variations, which could be attributed to normal sensor noise or environmental factors. There are no significant deviations or disruptions that indicate an anomaly.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior with minor variations, which could be attributed to normal sensor noise or environmental factors. There are no significant deviations or disruptions that indicate an anomaly.\nActionID: 0"
+        },
+        "4788": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4789": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4790": {
+            "Thought": "The sequence exhibits a sudden spike at index 10 (value 4.0), which significantly deviates from the surrounding values that generally range between 2.5 and 3.0. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 10 (value 4.0), which significantly deviates from the surrounding values that generally range between 2.5 and 3.0. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+        },
+        "4791": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 17, where the value (-2279.38) deviates sharply from the surrounding values, which are generally in the range of -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 17, where the value (-2279.38) deviates sharply from the surrounding values, which are generally in the range of -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4792": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+        },
+        "4793": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.02, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.02, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "4794": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there are repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern. Later, there is a sudden flatline of zeros (e.g., 0.0 at indices 23-25), followed by a return to normal fluctuations. Additionally, there are sporadic isolated anomalous patterns (e.g., 1.36 at index 27 and 1.38 at index 57) that deviate from the surrounding values. These patterns suggest a combination of repeated value anomalies, sudden flatline anomalies, and sparse anomalies. However,",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there are repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern. Later, there is a sudden flatline of zeros (e.g., 0.0 at indices 23-25), followed by a return to normal fluctuations. Additionally, there are sporadic isolated anomalous patterns (e.g., 1.36 at index 27 and 1.38 at index 57) that deviate from the surrounding values. These patterns suggest a combination of repeated value anomalies, sudden flatline anomalies, and sparse anomalies. However,"
+        },
+        "4795": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.61, 0.74, 0.84, 0.92, 1.08,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.61, 0.74, 0.84, 0.92, 1.08,"
+        },
+        "4796": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4797": {
+            "Thought": "The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, after the peak, the sequence exhibits a nonlinear pattern with fluctuations and irregularities, deviating from the original linear or smooth trend. This indicates a significant change in the behavior of the system, likely due to a nonlinear process.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, after the peak, the sequence exhibits a nonlinear pattern with fluctuations and irregularities, deviating from the original linear or smooth trend. This indicates a significant change in the behavior of the system, likely due to a nonlinear process.\nActionID: 14"
+        },
+        "4798": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4799": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4800": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.21, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 80, there is a significant upward drift in values, peaking at 2.52, which suggests a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with exponential-like growth and decay, deviating from the original trend, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.21, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 80, there is a significant upward drift in values, peaking at 2.52, which suggests a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with exponential-like growth and decay, deviating from the original trend, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "4801": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4802": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4803": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4804": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and significant deviation with a sharp increase in amplitude, followed by irregular fluctuations and a lack of the expected periodic pattern. This indicates a disruption in the normal ECG signal, likely due to an anomaly in the signal acquisition or physiological abnormality. The irregularities suggest a potential change in the underlying physiological process.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and significant deviation with a sharp increase in amplitude, followed by irregular fluctuations and a lack of the expected periodic pattern. This indicates a disruption in the normal ECG signal, likely due to an anomaly in the signal acquisition or physiological abnormality. The irregularities suggest a potential change in the underlying physiological process.\nActionID: 7"
+        },
+        "4805": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1375.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1375.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4806": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 1.92,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 1.92,"
+        },
+        "4807": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "4808": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -6.2 to -5.6), followed by a sudden spike in values (e.g., from -5.6 to -3.8 and then to -2.8). Additionally, there are repeated values (e.g., -2.8 and -2.86) disrupting the normal fluctuation pattern. These anomalies suggest a combination of drift, sudden spikes, and repeated value disruptions. However, the most prominent anomaly is the sudden spike in values, which significantly deviates from the surrounding data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -6.2 to -5.6), followed by a sudden spike in values (e.g., from -5.6 to -3.8 and then to -2.8). Additionally, there are repeated values (e.g., -2.8 and -2.86) disrupting the normal fluctuation pattern. These anomalies suggest a combination of drift, sudden spikes, and repeated value disruptions. However, the most prominent anomaly is the sudden spike in values, which significantly deviates from the surrounding data.\nActionID: 12"
+        },
+        "4809": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.96, 2.42, 2.96) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.96, 2.42, 2.96) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "4810": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (11.0) and a sharp increase to 23.0 at index 20. This is followed by a nonlinear pattern of exponential growth from index 21 to 25, where the values increase rapidly and deviate from the original trend. Afterward, the sequence transitions into a nonlinear decline, with values decreasing in a nonlinear manner. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (11.0) and a sharp increase to 23.0 at index 20. This is followed by a nonlinear pattern of exponential growth from index 21 to 25, where the values increase rapidly and deviate from the original trend. Afterward, the sequence transitions into a nonlinear decline, with values decreasing in a nonlinear manner. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes.\nActionID: 14"
+        },
+        "4811": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "4812": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.32, -1.59), which disrupts the sequence. This indicates a combination of anomalies, including a sudden flatline and a sudden spike/drop. However, the most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.32, -1.59), which disrupts the sequence. This indicates a combination of anomalies, including a sudden flatline and a sudden spike/drop. However, the most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4813": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 64, where the values drop sharply to a much lower range (e.g., -0.24, -0.33, -0.36, -0.42) compared to the preceding values. This is followed by a recovery and a gradual upward drift, indicating a disruption in the normal ECG pattern. The sharp drop and subsequent recovery suggest a Continuous Segment Anomaly.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 64, where the values drop sharply to a much lower range (e.g., -0.24, -0.33, -0.36, -0.42) compared to the preceding values. This is followed by a recovery and a gradual upward drift, indicating a disruption in the normal ECG pattern. The sharp drop and subsequent recovery suggest a Continuous Segment Anomaly.\nActionID: 13"
+        },
+        "4814": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such anomalies are often critical in ECG data, as they may represent abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such anomalies are often critical in ECG data, as they may represent abnormal heart activity.\nActionID: 12"
+        },
+        "4815": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 33 to 37), and other segments show erratic behavior, such as the sharp rise and fall around index 55 to 60. These disruptions indicate a significant deviation from any consistent or predictable pattern, suggesting a nonlinear and chaotic behavior.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 33 to 37), and other segments show erratic behavior, such as the sharp rise and fall around index 55 to 60. These disruptions indicate a significant deviation from any consistent or predictable pattern, suggesting a nonlinear and chaotic behavior.\nActionID: 14"
+        },
+        "4816": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 3.0 to 3.5), but starting at index 20, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the values do not return to the original range and continue to decline over time. This behavior is characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 3.0 to 3.5), but starting at index 20, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the values do not return to the original range and continue to decline over time. This behavior is characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4817": {
+            "Thought": "The value 50.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "4818": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 83 (0.28) and the sharp drop at index 84 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 83 (0.28) and the sharp drop at index 84 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4819": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.09, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.42) followed by a sharp drop to -0.68 and -1.0, indicating a sudden spike anomaly. Additionally, the sequence later stabilizes but shows a gradual drift downward (e.g., -0.0",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.09, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.42) followed by a sharp drop to -0.68 and -1.0, indicating a sudden spike anomaly. Additionally, the sequence later stabilizes but shows a gradual drift downward (e.g., -0.0"
+        },
+        "4820": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 13 (-1477.91), which deviates sharply from the surrounding values. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 13 (-1477.91), which deviates sharply from the surrounding values. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4821": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4822": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the Server-IOPS.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the Server-IOPS.\nActionID: 4"
+        },
+        "4823": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "4824": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4825": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 2.11, 2.56, 2.92) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 2.11, 2.56, 2.92) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "4826": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.24, 0.31, 0.41, 0.51) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.24, 0.31, 0.41, 0.51) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anom"
+        },
+        "4827": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4828": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.\nActionID: 1"
+        },
+        "4829": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4830": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 33, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 33, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.\nActionID: 10"
+        },
+        "4831": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "4832": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4833": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 15, where the value (-1255.98) deviates sharply from the surrounding values, which are in the range of approximately -1400 to -1000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15, where the value (-1255.98) deviates sharply from the surrounding values, which are in the range of approximately -1400 to -1000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4834": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+        },
+        "4835": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4836": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 16, there is a gradual downward drift in the values, indicating a consistent deviation from the earlier level. This suggests a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 16, there is a gradual downward drift in the values, indicating a consistent deviation from the earlier level. This suggests a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4837": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier"
+        },
+        "4838": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 15 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 15 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4839": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4840": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4841": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.49, 0.58) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.49, 0.58) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+        },
+        "4842": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.\nActionID: 0"
+        },
+        "4843": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 74, where the values drop sharply to -0.28 and then further to -0.51, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no other major disruptions or changes in trend, distribution, or periodicity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 74, where the values drop sharply to -0.28 and then further to -0.51, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no other major disruptions or changes in trend, distribution, or periodicity.\nActionID: 12"
+        },
+        "4844": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "4845": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4846": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -0.78 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -0.78 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4847": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.\nActionID: 2"
+        },
+        "4848": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4849": {
+            "Thought": "The time series exhibits a nonlinear pattern with a sudden and significant deviation from the original trend. Initially, the values increase steadily, then drop sharply, followed by a recovery and another sharp drop. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with a sudden and significant deviation from the original trend. Initially, the values increase steadily, then drop sharply, followed by a recovery and another sharp drop. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4850": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which deviates significantly from the surrounding data, indicating a Sudden Spike Anomaly. Additionally, starting from index 74, there is a gradual and consistent upward drift in values (e.g., 0.72, 1.0, 1.36, 1.68, 1.96, 2.11), which deviates from the earlier pattern, indicating a Drift Anomaly. These anomalies are consistent with disruptions in ECG",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which deviates significantly from the surrounding data, indicating a Sudden Spike Anomaly. Additionally, starting from index 74, there is a gradual and consistent upward drift in values (e.g., 0.72, 1.0, 1.36, 1.68, 1.96, 2.11), which deviates from the earlier pattern, indicating a Drift Anomaly. These anomalies are consistent with disruptions in ECG"
+        },
+        "4851": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 23, where the value shifts abruptly from -1235.05 to -1051.51, deviating from the surrounding trend. This indicates a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23, where the value shifts abruptly from -1235.05 to -1051.51, deviating from the surrounding trend. This indicates a sudden spike anomaly.\nActionID: 12"
+        },
+        "4852": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "4853": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "4854": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 41, reaching a peak at index 47. This is followed by a rapid decline and a nonlinear oscillatory pattern. The sequence transitions from a gradual trend to a nonlinear pattern with significant deviations from the original trend, indicating a disruption in the system's behavior. This suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 41, reaching a peak at index 47. This is followed by a rapid decline and a nonlinear oscillatory pattern. The sequence transitions from a gradual trend to a nonlinear pattern with significant deviations from the original trend, indicating a disruption in the system's behavior. This suggests a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "4855": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 26, where the values increase sharply and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 26, where the values increase sharply and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+        },
+        "4856": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.\nActionID: 0"
+        },
+        "4857": {
+            "Thought": "The time series exhibits a sudden and extreme deviation in values around indices 66 to 70, where the values spike to 0.25, 0.66, -0.69, -1.3, and -1.12, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. This type of anomaly is often observed in ECG data due to transient events such as noise or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation in values around indices 66 to 70, where the values spike to 0.25, 0.66, -0.69, -1.3, and -1.12, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. This type of anomaly is often observed in ECG data due to transient events such as noise or artifacts.\nActionID: 12"
+        },
+        "4858": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 33, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 48, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 33, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 48, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "4859": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear pattern with irregular fluctuations, including a sharp drop at index 49 (value -1.25) and subsequent recovery. These disruptions indicate a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 33.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear pattern with irregular fluctuations, including a sharp drop at index 49 (value -1.25) and subsequent recovery. These disruptions indicate a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 33.\nActionID: 12"
+        },
+        "4860": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "4861": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 24, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.24, 0.31, 0.41, 0.51, 0.61) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 24, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.24, 0.31, 0.41, 0.51, 0.61) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "4862": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.22, -1.58). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The combination of these behaviors suggests a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.22, -1.58). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The combination of these behaviors suggests a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4863": {
+            "Thought": "The value 1295.0 at index 2 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1400. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 1295.0 at index 2 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1400. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+        },
+        "4864": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "4865": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.31) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.31) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay"
+        },
+        "4866": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, suggesting a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disru",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, suggesting a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disru"
+        },
+        "4867": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.\nActionID: 3"
+        },
+        "4868": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude (e.g., 0.2, 0.46, 0.56) and then transitions into a prolonged segment of negative values, which deviates from the earlier pattern, indicating a Continuous Segment Anomaly. The overall pattern suggests a disruption in the normal E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude (e.g., 0.2, 0.46, 0.56) and then transitions into a prolonged segment of negative values, which deviates from the earlier pattern, indicating a Continuous Segment Anomaly. The overall pattern suggests a disruption in the normal E"
+        },
+        "4869": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 5 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 5 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4870": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "4871": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4872": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4873": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in the statistical properties, such as abrupt changes in mean and variance at various points. For example, there is a noticeable drop in values around index 16-19, followed by a recovery and subsequent fluctuations. These abrupt changes in statistical properties suggest a significant disruption in the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in the statistical properties, such as abrupt changes in mean and variance at various points. For example, there is a noticeable drop in values around index 16-19, followed by a recovery and subsequent fluctuations. These abrupt changes in statistical properties suggest a significant disruption in the sequence.\nActionID: 4"
+        },
+        "4874": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.48, 0.56, 0.64, 0.72, 0.84, 0.92, 1.08, 1",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.48, 0.56, 0.64, 0.72, 0.84, 0.92, 1.08, 1"
+        },
+        "4875": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.02) starting around index 96",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.02) starting around index 96"
+        },
+        "4876": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "4877": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are sporadic isolated high values (e.g., 14.06, 13.84, 13.68, 13.62) that appear intermittently, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are sporadic isolated high values (e.g., 14.06, 13.84, 13.68, 13.62) that appear intermittently, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.\nActionID: 8"
+        },
+        "4878": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations. The sequence does not follow a consistent linear or periodic pattern, and the changes in the data points suggest a nonlinear behavior. This is indicative of a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations. The sequence does not follow a consistent linear or periodic pattern, and the changes in the data points suggest a nonlinear behavior. This is indicative of a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "4879": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (-0.78, -0.81), which deviates significantly from the surrounding values, indicating an amplitude anomaly. The sequence then transitions",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (-0.78, -0.81), which deviates significantly from the surrounding values, indicating an amplitude anomaly. The sequence then transitions"
+        },
+        "4880": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,"
+        },
+        "4881": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "4882": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 47 and 0.23 at index 56), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 47 and 0.23 at index 56), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+        },
+        "4883": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a"
+        },
+        "4884": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "4885": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4886": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "4887": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4888": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 16 (-1.28) and index 17 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 87 (1.06) and peaking at index 91 (1.98), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 16 (-1.28) and index 17 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 87 (1.06) and peaking at index 91 (1.98), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non"
+        },
+        "4889": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4890": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4891": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4892": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "4893": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4894": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant drop in values, indicating a potential drift anomaly. The most prominent anomaly is the sudden flatline at -1.0, which disrupts the normal fluctuation pattern.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant drop in values, indicating a potential drift anomaly. The most prominent anomaly is the sudden flatline at -1.0, which disrupts the normal fluctuation pattern.\nActionID: 10"
+        },
+        "4895": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.\nActionID: 12"
+        },
+        "4896": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 26, where the values jump from the range of approximately 3.0 to 3.5 to a much higher range (e.g., 5.0, 5.5, 6.0, 6.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After index 33, the values return to the original range, suggesting a temporary disruption. This is indicative of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 26, where the values jump from the range of approximately 3.0 to 3.5 to a much higher range (e.g., 5.0, 5.5, 6.0, 6.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After index 33, the values return to the original range, suggesting a temporary disruption. This is indicative of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4897": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4898": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 0.611), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 0.611), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4899": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4900": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "4901": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (-0.62) followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.21, 0.24,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (-0.62) followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.21, 0.24,"
+        },
+        "4902": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no significant deviations or anomalies. This aligns with the characteristics of a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no significant deviations or anomalies. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+        },
+        "4903": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 24 (value 1365.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 24 (value 1365.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4904": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4905": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 20, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 20, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4906": {
+            "Thought": "The sequence exhibits a sudden and significant spike in values at index 7 (43.28) and index 15 (43.28), which are much higher than the surrounding values that generally range between 28 and 33. These spikes disrupt the normal fluctuation pattern and return to the normal range afterward.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values at index 7 (43.28) and index 15 (43.28), which are much higher than the surrounding values that generally range between 28 and 33. These spikes disrupt the normal fluctuation pattern and return to the normal range afterward.\nActionID: 12"
+        },
+        "4907": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "4908": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4909": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 52, where the values jump from the range of approximately 3.0 to 3.5 to much higher values (e.g., 5.0, 5.5, 5.75, 6.0, 6.25). This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly in the statistical properties of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 52, where the values jump from the range of approximately 3.0 to 3.5 to much higher values (e.g., 5.0, 5.5, 5.75, 6.0, 6.25). This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly in the statistical properties of the sequence.\nActionID: 4"
+        },
+        "4910": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and introduces a new range of values, indicating a significant change in the statistical properties of the sequence. The flatline of zeros is also an anomaly in itself, but the most prominent anomaly is the abrupt shift in the mean and variance.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and introduces a new range of values, indicating a significant change in the statistical properties of the sequence. The flatline of zeros is also an anomaly in itself, but the most prominent anomaly is the abrupt shift in the mean and variance.\nActionID: 4"
+        },
+        "4911": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4912": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.73 at index 41), abrupt drops (e.g., -0.42 at index 43), and a significant deviation in the amplitude of certain segments (e.g., the spike to 1.06 at index 44 and subsequent drop to -0.36 at index 45). These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of irregular ECG patterns. The sequence also shows a nonlinear pattern in certain segments, deviating from the expected smooth ECG waveform. Overall, the sequence reflects a combination of anomalies, but",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.73 at index 41), abrupt drops (e.g., -0.42 at index 43), and a significant deviation in the amplitude of certain segments (e.g., the spike to 1.06 at index 44 and subsequent drop to -0.36 at index 45). These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of irregular ECG patterns. The sequence also shows a nonlinear pattern in certain segments, deviating from the expected smooth ECG waveform. Overall, the sequence reflects a combination of anomalies, but"
+        },
+        "4913": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.18 and -1.51. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.18 and -1.51. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "4914": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4915": {
+            "Thought": "The time series initially exhibits a stable pattern with small fluctuations around a baseline, but starting at index 90, there is a sudden and significant deviation, including a sharp spike (0.28, 0.56) followed by a steep drop (-0.42, -1.02). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates drastically from the normal range before returning to a more stable pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with small fluctuations around a baseline, but starting at index 90, there is a sudden and significant deviation, including a sharp spike (0.28, 0.56) followed by a steep drop (-0.42, -1.02). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates drastically from the normal range before returning to a more stable pattern.\nActionID: 12"
+        },
+        "4916": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "4917": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.29, followed by a further drop to -1.59, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 90, there is a gradual and consistent upward drift in values, peaking at 2.22, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 90-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.29, followed by a further drop to -1.59, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 90, there is a gradual and consistent upward drift in values, peaking at 2.22, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 90-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern."
+        },
+        "4918": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4919": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.\nActionID: 12"
+        },
+        "4920": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend with periodic rises and falls, indicating normal behavior for the given domain of Server-YAHOO.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend with periodic rises and falls, indicating normal behavior for the given domain of Server-YAHOO.\nActionID: 0"
+        },
+        "4921": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 100, which deviates from the earlier trend, indicating a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 100, which deviates from the earlier trend, indicating a"
+        },
+        "4922": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4923": {
+            "Thought": "The value 5.0 at index 12 significantly deviates from the surrounding data points, which mostly range between 2.5 and 3.5. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 5.0 at index 12 significantly deviates from the surrounding data points, which mostly range between 2.5 and 3.5. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "4924": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "4925": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.06, -1.21) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.06, -1.21) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "4926": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4927": {
+            "Thought": "The time series shows a gradual downward drift in values over time, with the initial values around 150-160 decreasing to the range of 130-135 by the end. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values over time, with the initial values around 150-160 decreasing to the range of 130-135 by the end. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4928": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4929": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "4930": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.58, -1.42). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.58, -1.42). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4931": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -1.11), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.5) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -1.11), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.5) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay"
+        },
+        "4932": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "4933": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the expected symmetric behavior of the sequence.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the expected symmetric behavior of the sequence.\nActionID: 7"
+        },
+        "4934": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 16, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 33, there is a significant spike in values, reaching a peak at index 35, which is followed by a return to a lower range. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual downward drift (e.g., from index 50 to 70), indicating a Drift Anomaly. Toward the end, the sequence stabilizes but exhibits irregular fluctuations, suggesting",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 16, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 33, there is a significant spike in values, reaching a peak at index 35, which is followed by a return to a lower range. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual downward drift (e.g., from index 50 to 70), indicating a Drift Anomaly. Toward the end, the sequence stabilizes but exhibits irregular fluctuations, suggesting"
+        },
+        "4935": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4936": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 40 to 50, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a sudden drop at index 59 (value 0.0). The sequence also shows irregular fluctuations and deviations from the expected pattern, indicating a combination of anomalies. The most prominent anomaly is the sudden spike at index 39.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 40 to 50, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a sudden drop at index 59 (value 0.0). The sequence also shows irregular fluctuations and deviations from the expected pattern, indicating a combination of anomalies. The most prominent anomaly is the sudden spike at index 39.\nActionID: 12"
+        },
+        "4937": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+        },
+        "4938": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "4939": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "4940": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating"
+        },
+        "4941": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 15, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "4942": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "4943": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4944": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, where the values increase significantly and deviate from the previous pattern. This indicates a sudden change in the long-term trajectory of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, where the values increase significantly and deviate from the previous pattern. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+        },
+        "4945": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there is a sudden spike and drop, with values deviating significantly from the flatline, suggesting a disruption in the normal pattern. The flatline behavior is the most prominent anomaly in this sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there is a sudden spike and drop, with values deviating significantly from the flatline, suggesting a disruption in the normal pattern. The flatline behavior is the most prominent anomaly in this sequence.\nActionID: 10"
+        },
+        "4946": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4947": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.36), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations and a nonlinear growth pattern toward the end, deviating from the earlier trend. This indicates a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 33.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.36), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations and a nonlinear growth pattern toward the end, deviating from the earlier trend. This indicates a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 33.\nActionID: 12"
+        },
+        "4948": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4949": {
+            "Thought": "The sequence initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "4950": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 6.0 to 6.5), but starting at index 39, there is a gradual and consistent downward drift in the values, deviating from the earlier stable range. This indicates a gradual shift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 6.0 to 6.5), but starting at index 39, there is a gradual and consistent downward drift in the values, deviating from the earlier stable range. This indicates a gradual shift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4951": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 43, the values abruptly drop to a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 43, the values abruptly drop to a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.\nActionID: 10"
+        },
+        "4952": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 36, there is a sudden and significant increase in values, followed by a sharp drop and subsequent irregular fluctuations. This indicates a disruption in the normal pattern, with a continuous segment of anomalous behavior. The sequence transitions from a stable pattern to a highly irregular one, suggesting a sustained deviation from the expected behavior.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 36, there is a sudden and significant increase in values, followed by a sharp drop and subsequent irregular fluctuations. This indicates a disruption in the normal pattern, with a continuous segment of anomalous behavior. The sequence transitions from a stable pattern to a highly irregular one, suggesting a sustained deviation from the expected behavior.\nActionID: 13"
+        },
+        "4953": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4954": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "4955": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4956": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 11 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4957": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant and abrupt downward shift in values, followed by a rapid and nonlinear decline. This indicates a sudden and extreme deviation from the previous pattern, suggesting a nonlinear change in the sequence. The sequence does not return to its original range, further confirming the presence of a nonlinear anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant and abrupt downward shift in values, followed by a rapid and nonlinear decline. This indicates a sudden and extreme deviation from the previous pattern, suggesting a nonlinear change in the sequence. The sequence does not return to its original range, further confirming the presence of a nonlinear anomaly.\nActionID: 14"
+        },
+        "4958": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4959": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "4960": {
+            "Thought": "The time series exhibits a repeating pattern where the values oscillate between positive and negative ranges, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a positive trend to a negative trend (e.g., around index 10-15), and then back to a positive trend (e.g., around index 30-35). These disruptions indicate a periodic change in the pattern, breaking the original periodic behavior.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern where the values oscillate between positive and negative ranges, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a positive trend to a negative trend (e.g., around index 10-15), and then back to a positive trend (e.g., around index 30-35). These disruptions indicate a periodic change in the pattern, breaking the original periodic behavior.\nActionID: 2"
+        },
+        "4961": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.21) and a subsequent sharp drop to -0.71 at index 93, followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a significant anomaly. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.21) and a subsequent sharp drop to -0.71 at index 93, followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a significant anomaly. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+        },
+        "4962": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "4963": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "4964": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1427.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1427.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "4965": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+        },
+        "4966": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.78, 1.0, 1.38, 1.68, 1.96), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.78, 1.0, 1.38, 1.68, 1.96), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad"
+        },
+        "4967": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "4968": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.58, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.58, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+        },
+        "4969": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The sharp spike and drop are characteristic of sudden disruptions in the signal, which could indicate anomalies in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The sharp spike and drop are characteristic of sudden disruptions in the signal, which could indicate anomalies in the ECG signal.\nActionID: 12"
+        },
+        "4970": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 74 (0.28) and a subsequent drop to -0.38, followed by a significant drop to -0.78 and -0.83. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 74 (0.28) and a subsequent drop to -0.38, followed by a significant drop to -0.78 and -0.83. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+        },
+        "4971": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior with minimal fluctuations around a small range of values. Toward the end, there is a sudden spike (0.22) and a subsequent sharp drop (-0.44), which disrupts the sequence. This indicates a combination of a sudden spike anomaly and a potential drift anomaly, as the sequence gradually drifts away from the earlier range. However, the most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior with minimal fluctuations around a small range of values. Toward the end, there is a sudden spike (0.22) and a subsequent sharp drop (-0.44), which disrupts the sequence. This indicates a combination of a sudden spike anomaly and a potential drift anomaly, as the sequence gradually drifts away from the earlier range. However, the most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "4972": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4973": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.11), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.18 to 2.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.11), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.18 to 2.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "4974": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4975": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4976": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 6.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 6.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "4977": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, where the values increase significantly and stabilize at a higher level. This indicates a sudden change in the long-term trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, where the values increase significantly and stabilize at a higher level. This indicates a sudden change in the long-term trend of the sequence.\nActionID: 3"
+        },
+        "4978": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -0.78). This indicates a Sudden Spike Anomaly. Additionally, from index 115 onward, there is a significant nonlinear growth pattern (e.g., 0.74, 1.9, 3.69, 4.31), which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -0.78). This indicates a Sudden Spike Anomaly. Additionally, from index 115 onward, there is a significant nonlinear growth pattern (e.g., 0.74, 1.9, 3.69, 4.31), which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+        },
+        "4979": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.4) followed by a sharp drop (-0.4 to -1.38), which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 80 to 87 shows a significant upward drift (e.g., 0.6 to 2.11) followed by a return to lower values, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, such as the exponential-like growth and decay, breaking the original linear or periodic pattern, which indicates a Nonlinear Pattern Anomaly. Given the",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.4) followed by a sharp drop (-0.4 to -1.38), which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 80 to 87 shows a significant upward drift (e.g., 0.6 to 2.11) followed by a return to lower values, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, such as the exponential-like growth and decay, breaking the original linear or periodic pattern, which indicates a Nonlinear Pattern Anomaly. Given the"
+        },
+        "4980": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 41, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 41, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "4981": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.46) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.46) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "4982": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "4983": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 15 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 15 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4984": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 1.9, 3.11, 3.68, 4.31), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 1.9, 3.11, 3.68, 4.31), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1"
+        },
+        "4985": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4986": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 92, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 92, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "4987": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "4988": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4989": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "4990": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 16, peaking at index 20, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 16, peaking at index 20, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4991": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "4992": {
+            "Thought": "The sequence exhibits sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sporadically.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sporadically.\nActionID: 8"
+        },
+        "4993": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.01, -0.02). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden and extreme deviations from the baseline pattern are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.01, -0.02). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden and extreme deviations from the baseline pattern are"
+        },
+        "4994": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "4995": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly.\nActionID: 11"
+        },
+        "4996": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 12 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 12 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "4997": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "4998": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 83, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.77) and then gradually returns to a more stable range. This abrupt change in the statistical properties, particularly the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 83, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.77) and then gradually returns to a more stable range. This abrupt change in the statistical properties, particularly the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "4999": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5000": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5001": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5002": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 26, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 26, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5003": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g"
+        },
+        "5004": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5005": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "5006": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5007": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5008": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "5009": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5010": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1165.21) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1165.21) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "5011": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.28, followed by a further drop to -1.56, which is a significant deviation from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase from index 87 to 93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.28, followed by a further drop to -1.56, which is a significant deviation from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase from index 87 to 93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern."
+        },
+        "5012": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "5013": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 11, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "5014": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+        },
+        "5015": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+        },
+        "5016": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11672.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11672.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "5017": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.88, 1.08, 1.36, 1.52, 1.76, 2.08) starting around index 10",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.88, 1.08, 1.36, 1.52, 1.76, 2.08) starting around index 10"
+        },
+        "5018": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 16, there is a sudden and significant increase in values, peaking at 50.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 16, there is a sudden and significant increase in values, peaking at 50.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.\nActionID: 3"
+        },
+        "5019": {
+            "Thought": "The sequence initially exhibits a gradual linear increase, followed by a sudden and sharp drop at index 16, transitioning into a flatline of repeated values (1200.0) from index 17 to 20. Afterward, the sequence resumes a fluctuating pattern with a gradual decline. The sharp drop and subsequent flatline indicate a significant disruption in the normal pattern, likely caused by a system failure or anomaly in the machine-system domain.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear increase, followed by a sudden and sharp drop at index 16, transitioning into a flatline of repeated values (1200.0) from index 17 to 20. Afterward, the sequence resumes a fluctuating pattern with a gradual decline. The sharp drop and subsequent flatline indicate a significant disruption in the normal pattern, likely caused by a system failure or anomaly in the machine-system domain.\nActionID: 10"
+        },
+        "5020": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 83 (value 0.21) and a subsequent sharp drop to -0.91 at index 84, followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a significant anomaly. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 83 (value 0.21) and a subsequent sharp drop to -0.91 at index 84, followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a significant anomaly. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+        },
+        "5021": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "5022": {
+            "Thought": "The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a gradual downward drift starting around index 16, where the values consistently decrease and stabilize at a lower range (approximately 120-130). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a gradual downward drift starting around index 16, where the values consistently decrease and stabilize at a lower range (approximately 120-130). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5023": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5024": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "5025": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "5026": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+        },
+        "5027": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "5028": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 76, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 76, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "5029": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "5030": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5031": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5032": {
+            "Thought": "The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+        },
+        "5033": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.88, 1.0, 1.28, 1.48, 1.68, 1.8",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.88, 1.0, 1.28, 1.48, 1.68, 1.8"
+        },
+        "5034": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "5035": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 14 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 14 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5036": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5037": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5038": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 16, there is a significant and abrupt drop in values, reaching as low as 94. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the behavior of the system. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 16, there is a significant and abrupt drop in values, reaching as low as 94. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the behavior of the system. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "5039": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5040": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "5041": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.\nActionID: 1"
+        },
+        "5042": {
+            "Thought": "The sequence exhibits a sudden flatline at index 50 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 50 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.\nActionID: 10"
+        },
+        "5043": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 59 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 37. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 59 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 37. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5044": {
+            "Thought": "The time series initially shows a gradual increase, followed by a peak and subsequent decline, forming a clear downward trend. However, after reaching a low point, the sequence exhibits a sudden and sharp recovery, with values increasing again and stabilizing at a higher level. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase, followed by a peak and subsequent decline, forming a clear downward trend. However, after reaching a low point, the sequence exhibits a sudden and sharp recovery, with values increasing again and stabilizing at a higher level. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.\nActionID: 3"
+        },
+        "5045": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.34). These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal. Additionally, the sequence does not return to a consistent baseline after these anomalies, suggesting a disruption in the expected behavior.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.34). These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal. Additionally, the sequence does not return to a consistent baseline after these anomalies, suggesting a disruption in the expected behavior.\nActionID: 12"
+        },
+        "5046": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5047": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 64, where the values transition from a relatively stable range to a sharp increase, peaking at 2.21, followed by a gradual decline. This behavior indicates a disruption in the normal ECG pattern, likely due to an abnormal event such as a sudden spike or artifact in the signal. The sequence then returns to a more stable range, suggesting a temporary anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 64, where the values transition from a relatively stable range to a sharp increase, peaking at 2.21, followed by a gradual decline. This behavior indicates a disruption in the normal ECG pattern, likely due to an abnormal event such as a sudden spike or artifact in the signal. The sequence then returns to a more stable range, suggesting a temporary anomaly.\nActionID: 12"
+        },
+        "5048": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 33, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 33, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.\nActionID: 10"
+        },
+        "5049": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 30-33, but starting at index 10, there is a sudden and significant increase in values, peaking at 50.25. This is followed by a gradual decline and stabilization at a lower range (around 25-30). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 30-33, but starting at index 10, there is a sudden and significant increase in values, peaking at 50.25. This is followed by a gradual decline and stabilization at a lower range (around 25-30). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+        },
+        "5050": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.47, -1.69, -1.11, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.47 to -1.11), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.47, -1.69, -1.11, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.47 to -1.11), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "5051": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 19, where the value plummets to -115.0, deviating significantly from the surrounding values, which are in the range of approximately -10 to -15. This is a clear example of a sudden spike anomaly, as the value quickly returns to the normal range in subsequent points.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 19, where the value plummets to -115.0, deviating significantly from the surrounding values, which are in the range of approximately -10 to -15. This is a clear example of a sudden spike anomaly, as the value quickly returns to the normal range in subsequent points.\nActionID: 12"
+        },
+        "5052": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5053": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5054": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+        },
+        "5055": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1235.05 to -1051.51, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1235.05 to -1051.51, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "5056": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -0.78). This indicates a Sudden Spike Anomaly. Additionally, from index 96 onward, there is a significant upward drift in values, peaking at 1.72, followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -0.78). This indicates a Sudden Spike Anomaly. Additionally, from index 96 onward, there is a significant upward drift in values, peaking at 1.72, followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given"
+        },
+        "5057": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5058": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 and -1.66, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 and -1.66, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+        },
+        "5059": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent oscillations. This behavior deviates from any linear or periodic pattern, indicating a nonlinear growth and decay pattern. The sequence does not follow a predictable trend, and the exponential-like growth and subsequent decline suggest a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent oscillations. This behavior deviates from any linear or periodic pattern, indicating a nonlinear growth and decay pattern. The sequence does not follow a predictable trend, and the exponential-like growth and subsequent decline suggest a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5060": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.66 to -0.68 to -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.2 to 2.11), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or arr",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.66 to -0.68 to -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.2 to 2.11), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or arr"
+        },
+        "5061": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5062": {
+            "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.\nActionID: 0"
+        },
+        "5063": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 55, there is a significant spike in values, reaching a peak at 0.7, which is followed by a return to lower values. This indicates a combination of amplitude anomalies and sudden spikes. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original baseline. The most prominent anomaly is the nonlinear pattern change, as the sequence deviates significantly from its original linear or stable behavior.\nAction",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 55, there is a significant spike in values, reaching a peak at 0.7, which is followed by a return to lower values. This indicates a combination of amplitude anomalies and sudden spikes. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original baseline. The most prominent anomaly is the nonlinear pattern change, as the sequence deviates significantly from its original linear or stable behavior.\nAction",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5064": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "5065": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.22, -1.49). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift (e.g., 0.06 to 0.22) and then stabilizes, suggesting a Drift Anomaly. The combination of these behaviors indicates a significant dis",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.22, -1.49). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift (e.g., 0.06 to 0.22) and then stabilizes, suggesting a Drift Anomaly. The combination of these behaviors indicates a significant dis"
+        },
+        "5066": {
+            "Thought": "The time series exhibits multiple irregularities. Initially, there is a gradual downward trend followed by a sudden spike at index 13 (0.729), which is an extreme outlier compared to the surrounding values. Afterward, the sequence shows a sharp drop and fluctuates irregularly, with no clear periodicity or trend. The sudden spike at index 13 is the most prominent anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities. Initially, there is a gradual downward trend followed by a sudden spike at index 13 (0.729), which is an extreme outlier compared to the surrounding values. Afterward, the sequence shows a sharp drop and fluctuates irregularly, with no clear periodicity or trend. The sudden spike at index 13 is the most prominent anomaly.\nActionID: 12"
+        },
+        "5067": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.46) followed by a steep drop (-0.49, -1.58, -1.62). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme deviation is the key anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.46) followed by a steep drop (-0.49, -1.58, -1.62). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme deviation is the key anomaly.\nActionID: 12"
+        },
+        "5068": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5069": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5070": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom"
+        },
+        "5071": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5072": {
+            "Thought": "The sequence starts with a significant spike at 55.94, which is much higher than the subsequent values, and then gradually decreases to a more stable range. This sudden spike at the beginning of the sequence disrupts the normal pattern and is followed by a return to a more consistent range. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a significant spike at 55.94, which is much higher than the subsequent values, and then gradually decreases to a more stable range. This sudden spike at the beginning of the sequence disrupts the normal pattern and is followed by a return to a more consistent range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5073": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5074": {
+            "Thought": "The sequence exhibits a sudden spike at index 30 (value 0.14) and index 31 (value 0.16), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the normal fluctuation pattern temporarily before returning to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 30 (value 0.14) and index 31 (value 0.16), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the normal fluctuation pattern temporarily before returning to the normal range.\nActionID: 12"
+        },
+        "5075": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5076": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "5077": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5078": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 123.0, 143.0, 153.0, 163.0, 173.0, 183.0, 193.0, 203.0, 213.0, 223.0, 233.0, 243.0, 253.0, 263.0, 273.0, 283.0, 293.0, 303.0, 313.0, 323.0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 123.0, 143.0, 153.0, 163.0, 173.0, 183.0, 193.0, 203.0, 213.0, 223.0, 233.0, 243.0, 253.0, 263.0, 273.0, 283.0, 293.0, 303.0, 313.0, 323.0"
+        },
+        "5079": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5080": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5081": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+        },
+        "5082": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "5083": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.12 to -1",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.12 to -1"
+        },
+        "5084": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5085": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 21 (value 1.111), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 21 (value 1.111), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5086": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "5087": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 122.0 at index 21), abrupt drops (e.g., -10.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 122.0 at index 21), abrupt drops (e.g., -10.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "5088": {
+            "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 10 and 12.0 at index 16) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 10 and 12.0 at index 16) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.\nActionID: 8"
+        },
+        "5089": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 83, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -1.0, -0.87, -0.77, -0.68). This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence returns to a more stable range afterward, further emphasizing the abrupt nature of the change. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 83, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -1.0, -0.87, -0.77, -0.68). This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence returns to a more stable range afterward, further emphasizing the abrupt nature of the change. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "5090": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5091": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5092": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and decreasing to 6.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and decreasing to 6.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "5093": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series.\nActionID: 3"
+        },
+        "5094": {
+            "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of repeated values (0.04) from index 30 to 33, and then transitions into a fluctuating pattern with a slight recovery. The flatline disrupts the normal fluctuation pattern, indicating a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of repeated values (0.04) from index 30 to 33, and then transitions into a fluctuating pattern with a slight recovery. The flatline disrupts the normal fluctuation pattern, indicating a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "5095": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5096": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5097": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5098": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 83, where the value spikes to 0.68 and then drops sharply to -0.68, followed by a further drop to -1.05. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 83, where the value spikes to 0.68 and then drops sharply to -0.68, followed by a further drop to -1.05. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "5099": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.98 and -1.33, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.98 and -1.33, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "5100": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26), followed by a gradual downward drift (e.g., -0.09 to -0.52), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26), followed by a gradual downward drift (e.g., -0.09 to -0.52), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns,"
+        },
+        "5101": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "5102": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 72, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 72, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values."
+        },
+        "5103": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, indicating no anomalies.\nActionID: 0"
+        },
+        "5104": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5105": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 13.0, 12.0, 11.0, 10.0, 11.0, 12.0, 13.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 13.0, 12.0, 11.0, 10.0, 11.0, 12.0, 13.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.\nActionID: 8"
+        },
+        "5106": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 135.0 at index 22), abrupt drops (e.g., -120.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic and extreme values suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 135.0 at index 22), abrupt drops (e.g., -120.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic and extreme values suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "5107": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5108": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "5109": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5110": {
+            "Thought": "The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sparsely throughout the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sparsely throughout the time series.\nActionID: 8"
+        },
+        "5111": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a stabilization around 1.0 with minor fluctuations. However, starting at index 56, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a stabilization around 1.0 with minor fluctuations. However, starting at index 56, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5112": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.21, 0.24,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.21, 0.24,"
+        },
+        "5113": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "5114": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "5115": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5116": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.68, -1.58). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly. Additionally, the sequence later returns to a more stable pattern, suggesting the anomaly is isolated to this region.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.68, -1.58). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly. Additionally, the sequence later returns to a more stable pattern, suggesting the anomaly is isolated to this region.\nActionID: 12"
+        },
+        "5117": {
+            "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5118": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5119": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.42, 0.38), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly. Additionally,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.42, 0.38), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly. Additionally,"
+        },
+        "5120": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5121": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5122": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5123": {
+            "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 47, there is a sudden and significant spike in values (e.g., 51.5, 53.1, 55.1, 56.1, 58.1, 60.1, 62.1, 64.1, 65.1, 67.1, 69.1, 71.1, 73.1, 75.1, 77.1, 80.1, 82.1, 84.1",
+            "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 47, there is a sudden and significant spike in values (e.g., 51.5, 53.1, 55.1, 56.1, 58.1, 60.1, 62.1, 64.1, 65.1, 67.1, 69.1, 71.1, 73.1, 75.1, 77.1, 80.1, 82.1, 84.1",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5124": {
+            "Thought": "The time series initially exhibits a fluctuating pattern with a gradual downward trend, followed by a sudden and significant upward shift starting around index 26, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a fluctuating pattern with a gradual downward trend, followed by a sudden and significant upward shift starting around index 26, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.\nActionID: 3"
+        },
+        "5125": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine losing its original operating condition or degrading over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine losing its original operating condition or degrading over time.\nActionID: 11"
+        },
+        "5126": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5127": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5128": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "5129": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 74, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-0.62, -0.82). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally, the sequence transitions",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 74, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-0.62, -0.82). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally, the sequence transitions"
+        },
+        "5130": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a fluctuating pattern with irregular oscillations, followed by a sharp increase and subsequent stabilization. This behavior suggests a nonlinear pattern that breaks the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a fluctuating pattern with irregular oscillations, followed by a sharp increase and subsequent stabilization. This behavior suggests a nonlinear pattern that breaks the original linear rule.\nActionID: 14"
+        },
+        "5131": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5132": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "5133": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 86, there is an extreme outlier (0.52), which deviates significantly from the surrounding values, indicating an Amplitude Anomaly. The sequence then transitions into a gradual downward drift (",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 86, there is an extreme outlier (0.52), which deviates significantly from the surrounding values, indicating an Amplitude Anomaly. The sequence then transitions into a gradual downward drift ("
+        },
+        "5134": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "5135": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5136": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a"
+        },
+        "5137": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.12, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.12, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "5138": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the mid-30s range to 43.25, 46.0, 48.0, and 50.0. This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly in the Server-IOPS domain. The values then return to the previous range, suggesting a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the mid-30s range to 43.25, 46.0, 48.0, and 50.0. This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly in the Server-IOPS domain. The values then return to the previous range, suggesting a temporary disruption.\nActionID: 12"
+        },
+        "5139": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5140": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 26, there is a sudden and extreme drop to -1.29, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.72, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 26, there is a sudden and extreme drop to -1.29, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.72, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "5141": {
+            "Thought": "The sequence exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "5142": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.28, 0.46, 0.72, 1.0, 1.36, 1.52, 1.68, 1.88, 2.08), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.28, 0.46, 0.72, 1.0, 1.36, 1.52, 1.68, 1.88, 2.08), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged"
+        },
+        "5143": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 66, there is a significant spike (0.26, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.84). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 66, there is a significant spike (0.26, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.84). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally"
+        },
+        "5144": {
+            "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.26, 0.61) followed by a sharp drop (-0.69, -1.34). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event. The sequence then gradually returns to a more stable range, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.26, 0.61) followed by a sharp drop (-0.69, -1.34). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event. The sequence then gradually returns to a more stable range, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "5145": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5146": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "5147": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5148": {
+            "Thought": "The sequence exhibits a sudden flatline of zeros starting at index 56, which disrupts the normal fluctuations of the time series. This abrupt transition to a flatline is indicative of a sensor malfunction or data transmission issue in the environment-sensor domain.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline of zeros starting at index 56, which disrupts the normal fluctuations of the time series. This abrupt transition to a flatline is indicative of a sensor malfunction or data transmission issue in the environment-sensor domain.\nActionID: 10"
+        },
+        "5149": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5150": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but later shows another sharp drop and recovery around index 115 (-0.1, -0.12, -0.13),",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but later shows another sharp drop and recovery around index 115 (-0.1, -0.12, -0.13),"
+        },
+        "5151": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "5152": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "5153": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 27, where the value plunges to -2458.21, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 27, where the value plunges to -2458.21, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5154": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.34, -0.68), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.0, 1.32, 1.56, 1.72), followed by a gradual downward drift (e.g., -0.05 to -0.24), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.34, -0.68), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.0, 1.32, 1.56, 1.72), followed by a gradual downward drift (e.g., -0.05 to -0.24), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns"
+        },
+        "5155": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "5156": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.08) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.08) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "5157": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.0, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.0, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "5158": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 86, where the values drop sharply to -0.51 and then further to -0.63, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 86, where the values drop sharply to -0.51 and then further to -0.63, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+        },
+        "5159": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.34), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.2 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG signals. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence, which deviates significantly from the expected ECG behavior.\nActionID",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.34), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.2 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG signals. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence, which deviates significantly from the expected ECG behavior.\nActionID"
+        },
+        "5160": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5161": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "5162": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.34), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.2 to 3.61) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG signals. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.34), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.2 to 3.61) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG signals. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay.\nActionID: 14"
+        },
+        "5163": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a potential change in the long-term trend. This suggests a significant shift in the trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a potential change in the long-term trend. This suggests a significant shift in the trajectory of the time series.\nActionID: 3"
+        },
+        "5164": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+        },
+        "5165": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5166": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a steep decline to -1.08 and -1.21. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a steep decline to -1.08 and -1.21. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomalies.\nActionID: 12"
+        },
+        "5167": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "5168": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5169": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5170": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "5171": {
+            "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+        },
+        "5172": {
+            "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of variability in the sensor readings, which is characteristic of a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of variability in the sensor readings, which is characteristic of a sudden flatline anomaly.\nActionID: 10"
+        },
+        "5173": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "5174": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. Toward the end, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disruptions in the ECG signal, such as arrh",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. Toward the end, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disruptions in the ECG signal, such as arrh"
+        },
+        "5175": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.08), but starting at index 27, there is a sudden and significant increase in values, peaking at 0.29. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.08), but starting at index 27, there is a sudden and significant increase in values, peaking at 0.29. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5176": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.51), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear increase in values (e.g., 0.27 to 2.51) followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.51), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear increase in values (e.g., 0.27 to 2.51) followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "5177": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.3. However, starting at index 16, there is a sudden and significant increase in values, peaking at 6.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.3. However, starting at index 16, there is a sudden and significant increase in values, peaking at 6.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+        },
+        "5178": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 135.0 at index 11), abrupt drops (e.g., -100.0 at index 13), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 135.0 at index 11), abrupt drops (e.g., -100.0 at index 13), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "5179": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5180": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.61, 0.74, 0.84, 0.92, 1.08,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.61, 0.74, 0.84, 0.92, 1.08,"
+        },
+        "5181": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 59 (value 42.21), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 59 (value 42.21), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+        },
+        "5182": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5183": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5184": {
+            "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+        },
+        "5185": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "5186": {
+            "Thought": "The sequence contains a segment of repeated values (11650.0) from index 2 to 4, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains a segment of repeated values (11650.0) from index 2 to 4, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "5187": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.42) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 and -0.84. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.42) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 and -0.84. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5188": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.38, 1.56, 1.74, 1.92,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.38, 1.56, 1.74, 1.92,"
+        },
+        "5189": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5190": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "5191": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.2, 1.66, 2.08, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.2, 1.66, 2.08, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "5192": {
+            "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5193": {
+            "Thought": "The sequence initially exhibits a prolonged flatline of zeros, followed by a sudden shift to a fluctuating pattern with values around 12. This indicates a transition from a flatline to a fluctuating pattern, suggesting a disruption in the normal behavior of the time series. The flatline behavior is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a prolonged flatline of zeros, followed by a sudden shift to a fluctuating pattern with values around 12. This indicates a transition from a flatline to a fluctuating pattern, suggesting a disruption in the normal behavior of the time series. The flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "5194": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.62). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.62). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "5195": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5196": {
+            "Thought": "The value 40.9 at index 5 significantly deviates from the surrounding data points, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 40.9 at index 5 significantly deviates from the surrounding data points, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "5197": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5198": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original"
+        },
+        "5199": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5200": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5201": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "5202": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.08), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is another sharp drop to negative values (e.g., -0.1, -0.12, -0.1",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.08), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is another sharp drop to negative values (e.g., -0.1, -0.12, -0.1",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5203": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 1.34) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is common in ECG data due to irregular heartbeats or electrical disturbances. The rest of the sequence appears to follow a relatively stable pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 1.34) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is common in ECG data due to irregular heartbeats or electrical disturbances. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+        },
+        "5204": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a negative range, then transition into a positive range with a sudden spike at index 19 (10.0), followed by a sharp drop and oscillations. This behavior indicates a nonlinear pattern that breaks the original trend and introduces irregularities.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a negative range, then transition into a positive range with a sudden spike at index 19 (10.0), followed by a sharp drop and oscillations. This behavior indicates a nonlinear pattern that breaks the original trend and introduces irregularities.\nActionID: 14"
+        },
+        "5205": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5206": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "5207": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "5208": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, indicating a significant change in the long-term trajectory. This is followed by a nonlinear growth pattern, particularly in the later part of the sequence, where the values increase exponentially. This behavior suggests a combination of a trend change and nonlinear pattern anomaly. However, the dominant anomaly is the nonlinear growth pattern in the latter part of the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, indicating a significant change in the long-term trajectory. This is followed by a nonlinear growth pattern, particularly in the later part of the sequence, where the values increase exponentially. This behavior suggests a combination of a trend change and nonlinear pattern anomaly. However, the dominant anomaly is the nonlinear growth pattern in the latter part of the sequence.\nActionID: 14"
+        },
+        "5209": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a Sudden Spike Anomaly. Additionally, at index 87, there is a significant and abrupt drop to -0.78, followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence shows a nonlinear growth pattern toward the end (e.g., 0.2, 0.32, 0.42,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a Sudden Spike Anomaly. Additionally, at index 87, there is a significant and abrupt drop to -0.78, followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence shows a nonlinear growth pattern toward the end (e.g., 0.2, 0.32, 0.42,"
+        },
+        "5210": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 10.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 24 and 30, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 10.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 24 and 30, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+        },
+        "5211": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38) starting around index 90, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38) starting around index 90, which deviates from the earlier"
+        },
+        "5212": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 30 onward, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern, as it significantly deviates from the original trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 30 onward, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern, as it significantly deviates from the original trend.\nActionID: 14"
+        },
+        "5213": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "5214": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5215": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 96 (value 0.5), followed by a sharp drop to -0.3 and -0.5, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could also suggest a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike and drop.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 96 (value 0.5), followed by a sharp drop to -0.3 and -0.5, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could also suggest a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+        },
+        "5216": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and extreme drop to a flatline of zeros starting at index 13. This abrupt transition to a flatline disrupts the normal fluctuation pattern, indicating a significant anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and extreme drop to a flatline of zeros starting at index 13. This abrupt transition to a flatline disrupts the normal fluctuation pattern, indicating a significant anomaly.\nActionID: 10"
+        },
+        "5217": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+        },
+        "5218": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "5219": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+        },
+        "5220": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations. The sequence does not follow a consistent linear or periodic pattern, and the changes in the data points suggest a nonlinear behavior. This is indicative of a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations. The sequence does not follow a consistent linear or periodic pattern, and the changes in the data points suggest a nonlinear behavior. This is indicative of a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "5221": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 29, reaching a peak at index 33. This is followed by a rapid decline and a nonlinear oscillatory pattern. The sequence transitions from a linear trend to a nonlinear pattern, breaking the original trend and introducing irregular fluctuations. This indicates a significant deviation from the expected behavior of the machine-system domain.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 29, reaching a peak at index 33. This is followed by a rapid decline and a nonlinear oscillatory pattern. The sequence transitions from a linear trend to a nonlinear pattern, breaking the original trend and introducing irregular fluctuations. This indicates a significant deviation from the expected behavior of the machine-system domain.\nActionID: 14"
+        },
+        "5222": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5223": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5224": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.11, which suggests a Drift Anomaly. Furthermore, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.11, which suggests a Drift Anomaly. Furthermore, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "5225": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.38, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.86, 1.08, 1.32, 1.52, 1.76) starting around index 100, which",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.38, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.86, 1.08, 1.32, 1.52, 1.76) starting around index 100, which"
+        },
+        "5226": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5227": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.18, -0.38, -0.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude (e.g., 0.22, 0.42, 0.52) and then transitions into a prolonged segment of negative values, which deviates from the earlier pattern, indicating a Continuous Segment Anomaly. The overall pattern is disrupted, and the sequence",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.18, -0.38, -0.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude (e.g., 0.22, 0.42, 0.52) and then transitions into a prolonged segment of negative values, which deviates from the earlier pattern, indicating a Continuous Segment Anomaly. The overall pattern is disrupted, and the sequence"
+        },
+        "5228": {
+            "Thought": "The sequence exhibits a sudden and significant spike in values at indices 10-13 (4.38, 6.94, 6.94, 6.94), which deviate sharply from the surrounding values that generally range between 2.5 and 3.5. This spike is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values at indices 10-13 (4.38, 6.94, 6.94, 6.94), which deviate sharply from the surrounding values that generally range between 2.5 and 3.5. This spike is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "5229": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 40.91), which deviates sharply from the surrounding values that generally range between 28 and 34. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 40.91), which deviates sharply from the surrounding values that generally range between 28 and 34. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5230": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 29, there is a sudden spike to 116.0, which is significantly higher than the surrounding values. Additionally, at index 30, the value drops sharply to 32.0, followed by a series of irregular fluctuations. These disruptions indicate a combination of sudden spikes and irregular patterns.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 29, there is a sudden spike to 116.0, which is significantly higher than the surrounding values. Additionally, at index 30, the value drops sharply to 32.0, followed by a series of irregular fluctuations. These disruptions indicate a combination of sudden spikes and irregular patterns.\nActionID: 12"
+        },
+        "5231": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift down",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift down"
+        },
+        "5232": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence does not return to a stable or predictable pattern, further supporting the presence of a nonlinear anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence does not return to a stable or predictable pattern, further supporting the presence of a nonlinear anomaly.\nActionID: 14"
+        },
+        "5233": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0,"
+        },
+        "5234": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "5235": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+        },
+        "5236": {
+            "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, the sequence transitions into a flatline of repeated values (122.0) for an extended period, disrupting the normal fluctuation pattern. This indicates a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, the sequence transitions into a flatline of repeated values (122.0) for an extended period, disrupting the normal fluctuation pattern. This indicates a sudden flatline anomaly.\nActionID: 10"
+        },
+        "5237": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5238": {
+            "Thought": "The time series initially exhibits a decreasing trend, followed by a sudden and sharp increase starting at index 16, reaching a peak at index 20, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a decreasing trend, followed by a sudden and sharp increase starting at index 16, reaching a peak at index 20, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.\nActionID: 3"
+        },
+        "5239": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), followed by a recovery to a more stable pattern. Later, there is a significant upward drift (e.g., 0.72, 1.3, 1.69, 2.01, 2.28) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), followed by a recovery to a more stable pattern. Later, there is a significant upward drift (e.g., 0.72, 1.3, 1.69, 2.01, 2.28) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly"
+        },
+        "5240": {
+            "Thought": "The sequence exhibits a sudden flatline at index 30 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 30 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "5241": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "5242": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5243": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a flatline behavior around -0.07 for an extended period, and then transitions into small fluctuations. The flatline behavior is particularly notable as it disrupts the normal ECG fluctuation pattern, which typically exhibits periodic variations. This indicates a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a flatline behavior around -0.07 for an extended period, and then transitions into small fluctuations. The flatline behavior is particularly notable as it disrupts the normal ECG fluctuation pattern, which typically exhibits periodic variations. This indicates a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "5244": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "5245": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 0.24) and a significant drop at index 40 (value -0.24). This is followed by a sharp drop to -1.0 at index 41 and a recovery. The sequence then stabilizes but shows irregular fluctuations. The most prominent anomaly is the sudden spike and drop, which disrupt the sequence significantly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 0.24) and a significant drop at index 40 (value -0.24). This is followed by a sharp drop to -1.0 at index 41 and a recovery. The sequence then stabilizes but shows irregular fluctuations. The most prominent anomaly is the sudden spike and drop, which disrupt the sequence significantly.\nActionID: 12"
+        },
+        "5246": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5247": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 17 and 0.26 at index 31), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 17 and 0.26 at index 31), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+        },
+        "5248": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5249": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.66) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.66) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+        },
+        "5250": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 19, where the value (-1279.38) deviates sharply from the surrounding values, which are in the range of approximately -1400 to -1000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 19, where the value (-1279.38) deviates sharply from the surrounding values, which are in the range of approximately -1400 to -1000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5251": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 64. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 64. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "5252": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "5253": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 39, there is a significant spike (0.22, 0.52) followed by a sharp drop (-0.24, -0.58), indicating a sudden spike anomaly. Later, starting at index 96, there is a nonlinear growth pattern (e.g., 0.2, 0.46, 0.74, 0.98, 1.18, 1.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 39, there is a significant spike (0.22, 0.52) followed by a sharp drop (-0.24, -0.58), indicating a sudden spike anomaly. Later, starting at index 96, there is a nonlinear growth pattern (e.g., 0.2, 0.46, 0.74, 0.98, 1.18, 1."
+        },
+        "5254": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+        },
+        "5255": {
+            "Thought": "The value 3.211 at index 5 is a significant outlier compared to the surrounding values, which mostly range between 0.01 and 0.1. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 3.211 at index 5 is a significant outlier compared to the surrounding values, which mostly range between 0.01 and 0.1. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "5256": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5257": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 39, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.21, 0.24,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 39, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.21, 0.24,"
+        },
+        "5258": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5259": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some recovery and stabilization afterward, but the sharp spike and drop are the most prominent anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some recovery and stabilization afterward, but the sharp spike and drop are the most prominent anomalies.\nActionID: 12"
+        },
+        "5260": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5261": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "5262": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+        },
+        "5263": {
+            "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+        },
+        "5264": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "5265": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5266": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1427.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1427.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5267": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 15 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 15 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5268": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 11.8), which deviates sharply from the surrounding values that generally range between 6.0 and 8.0. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 11.8), which deviates sharply from the surrounding values that generally range between 6.0 and 8.0. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.\nActionID: 12"
+        },
+        "5269": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "5270": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values drop sharply to a much lower range (e.g., -0.54, -0.69, -0.63, -0.56) compared to the preceding values. This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence later returns to a more stable range, suggesting a localized disruption. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values drop sharply to a much lower range (e.g., -0.54, -0.69, -0.63, -0.56) compared to the preceding values. This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence later returns to a more stable range, suggesting a localized disruption. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "5271": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "5272": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.4, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.66, 2.11, 2.38) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.4, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.66, 2.11, 2.38) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "5273": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5274": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "5275": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trajectory, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trajectory, indicating no anomalies.\nActionID: 0"
+        },
+        "5276": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "5277": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 13 (-1.28) and index 14 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 75, where the values increase rapidly and deviate from the previous trend. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent nonlinear growth.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 13 (-1.28) and index 14 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 75, where the values increase rapidly and deviate from the previous trend. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent nonlinear growth.\nActionID: 12"
+        },
+        "5278": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5279": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+        },
+        "5280": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 59 (value 50.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 59 (value 50.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5281": {
+            "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 56, where the values jump from the range of approximately -1000 to -1200 to -800 and beyond. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 56, where the values jump from the range of approximately -1000 to -1200 to -800 and beyond. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "5282": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5283": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+        },
+        "5284": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 80, there is a significant upward drift in values, peaking at 3.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 80-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 80, there is a significant upward drift in values, peaking at 3.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 80-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "5285": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5286": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 33. This is indicative of a Sudden Spike Anomaly. Additionally, at index 41, there is a significant outlier (0.28) that deviates from the surrounding values, which could be classified as an Amplitude Anomaly. Later in the sequence, starting around index 115, there is a sharp upward trend leading to a peak at index 119 (0.78), followed by a gradual decline",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 33. This is indicative of a Sudden Spike Anomaly. Additionally, at index 41, there is a significant outlier (0.28) that deviates from the surrounding values, which could be classified as an Amplitude Anomaly. Later in the sequence, starting around index 115, there is a sharp upward trend leading to a peak at index 119 (0.78), followed by a gradual decline"
+        },
+        "5287": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.09, 0.12), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 74, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.09, 0.12), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 74, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally,"
+        },
+        "5288": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 27 and 28, where the values jump to 15651.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 and 28, where the values jump to 15651.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "5289": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "5290": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5291": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5292": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 74, where the value spikes to 0.58 and then drops sharply to -0.78 and -1.12, before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before stabilizing. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 74, where the value spikes to 0.58 and then drops sharply to -0.78 and -1.12, before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before stabilizing. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "5293": {
+            "Thought": "The time series exhibits multiple patterns of anomalies. Initially, there is a gradual upward trend followed by a sudden drop and fluctuations, indicating a potential trend change. Later, there are abrupt spikes and drops, such as the sharp increase to 10.0 and subsequent fluctuations, which suggest amplitude anomalies. Additionally, there are segments where the values deviate significantly from the expected range, such as the continuous segment of high values around 10.0 to 12.0, indicating a continuous segment anomaly. These combined behaviors suggest a complex anomaly pattern.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple patterns of anomalies. Initially, there is a gradual upward trend followed by a sudden drop and fluctuations, indicating a potential trend change. Later, there are abrupt spikes and drops, such as the sharp increase to 10.0 and subsequent fluctuations, which suggest amplitude anomalies. Additionally, there are segments where the values deviate significantly from the expected range, such as the continuous segment of high values around 10.0 to 12.0, indicating a continuous segment anomaly. These combined behaviors suggest a complex anomaly pattern.\nActionID: 7"
+        },
+        "5294": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., 0.18 to 2.11) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., 0.18 to 2.11) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused"
+        },
+        "5295": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.49 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.49 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.\nActionID: 12"
+        },
+        "5296": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5297": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 74, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 74, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "5298": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with rapid increases and decreases (e.g., 0.7 to -0.78 to -1.28). These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of abnormal ECG patterns.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with rapid increases and decreases (e.g., 0.7 to -0.78 to -1.28). These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of abnormal ECG patterns.\nActionID: 14"
+        },
+        "5299": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+        },
+        "5300": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 19 to 23, where the sequence transitions from a relatively stable range to a sharp decline, followed by a recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern, but the sharp drop is the key anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 19 to 23, where the sequence transitions from a relatively stable range to a sharp decline, followed by a recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern, but the sharp drop is the key anomaly.\nActionID: 12"
+        },
+        "5301": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 43, there is a sudden and significant increase in values, peaking at 53.25. This is followed by a sharp drop and a gradual decline in values, eventually stabilizing at a lower range (approximately 28-32). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 43, there is a sudden and significant increase in values, peaking at 53.25. This is followed by a sharp drop and a gradual decline in values, eventually stabilizing at a lower range (approximately 28-32). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+        },
+        "5302": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.51), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Later, starting around index 70, there is a significant upward drift in values, peaking at index 74 (2.01), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.51), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Later, starting around index 70, there is a significant upward drift in values, peaking at index 74 (2.01), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+        },
+        "5303": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 17 (value 135.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 17 (value 135.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5304": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5305": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 17 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a flatline of repeated values (1.0) from index 18 to 20, indicating a sudden flatline anomaly. Additionally, there are intermittent repeated values (1.0) disrupting the normal fluctuation pattern, suggesting a repeated value anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth and decay patterns. Overall, the sequence contains a combination of anomalies, but the",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 17 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a flatline of repeated values (1.0) from index 18 to 20, indicating a sudden flatline anomaly. Additionally, there are intermittent repeated values (1.0) disrupting the normal fluctuation pattern, suggesting a repeated value anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth and decay patterns. Overall, the sequence contains a combination of anomalies, but the"
+        },
+        "5306": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5307": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 29, there is a sudden and significant drop in values, deviating from the expected pattern. This abrupt change disrupts the statistical properties of the sequence, indicating a potential anomaly. The sequence then stabilizes and resumes a more consistent pattern. This behavior suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 29, there is a sudden and significant drop in values, deviating from the expected pattern. This abrupt change disrupts the statistical properties of the sequence, indicating a potential anomaly. The sequence then stabilizes and resumes a more consistent pattern. This behavior suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "5308": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5309": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 13, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 15, 16, and 17) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 13.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 13, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 15, 16, and 17) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 13.\nActionID: 10"
+        },
+        "5310": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5311": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, there is a sudden and significant spike in values, reaching a peak at 12.0, followed by a sharp drop to 10.0 and then a gradual decline. This sudden spike and subsequent return to normal levels indicate a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, there is a sudden and significant spike in values, reaching a peak at 12.0, followed by a sharp drop to 10.0 and then a gradual decline. This sudden spike and subsequent return to normal levels indicate a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5312": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 2.11, 2.56, 2.92) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 2.11, 2.56, 2.92) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "5313": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 1.92,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 1.92,"
+        },
+        "5314": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.42, 3.11) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.42, 3.11) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the"
+        },
+        "5315": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5316": {
+            "Thought": "The time series exhibits a repeating pattern where the values oscillate between a positive range (e.g., 0.12 to 0.16) and a negative range (e.g., -0.04 to -0.08). However, there are segments where the oscillation becomes irregular, such as the repeated values around -0.04 and -0.08, disrupting the expected pattern. This indicates a repeated value anomaly in certain segments of the sequence.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern where the values oscillate between a positive range (e.g., 0.12 to 0.16) and a negative range (e.g., -0.04 to -0.08). However, there are segments where the oscillation becomes irregular, such as the repeated values around -0.04 and -0.08, disrupting the expected pattern. This indicates a repeated value anomaly in certain segments of the sequence.\nActionID: 9"
+        },
+        "5317": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5318": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5319": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5320": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a highly irregular pattern with extreme fluctuations, including a sharp drop to -1.0 at index 27 and subsequent recovery. This indicates a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 19, which is a clear disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a highly irregular pattern with extreme fluctuations, including a sharp drop to -1.0 at index 27 and subsequent recovery. This indicates a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 19, which is a clear disruption in the sequence.\nActionID: 12"
+        },
+        "5321": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.08 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.08 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5322": {
+            "Thought": "The sequence exhibits a sudden and significant deviation at index 5, where the value jumps to 128.0, which is drastically different from the surrounding negative values. This isolated spike disrupts the overall pattern of the time series.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant deviation at index 5, where the value jumps to 128.0, which is drastically different from the surrounding negative values. This isolated spike disrupts the overall pattern of the time series.\nActionID: 12"
+        },
+        "5323": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 24 (-1527.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24 (-1527.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5324": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5325": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5326": {
+            "Thought": "The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 34. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 34. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "5327": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, starting around 13.06 and decreasing to approximately 11.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings. The values do not return to the original range, confirming a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, starting around 13.06 and decreasing to approximately 11.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings. The values do not return to the original range, confirming a Drift Anomaly.\nActionID: 11"
+        },
+        "5328": {
+            "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.\nActionID: 0"
+        },
+        "5329": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.72, -1.73). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 70 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.72, -1.73). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 70 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "5330": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5331": {
+            "Thought": "The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.\nActionID: 10"
+        },
+        "5332": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+        },
+        "5333": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.\nActionID: 3"
+        },
+        "5334": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.46) followed by a sharp drop to -0.58 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.46) followed by a sharp drop to -0.58 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original"
+        },
+        "5335": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.18,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.18,"
+        },
+        "5336": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 at index 13, indicating a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a significant upward drift, peaking at 2.31, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable one and back, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain,",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 at index 13, indicating a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a significant upward drift, peaking at 2.31, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable one and back, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain,"
+        },
+        "5337": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5338": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "5339": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "5340": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5341": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear"
+        },
+        "5342": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5343": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 130.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 130.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5344": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.42, 1.68, 1.96, 2.18) starting around index 96,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.42, 1.68, 1.96, 2.18) starting around index 96,"
+        },
+        "5345": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially increase, then decrease sharply, followed by a sudden spike at index 13 (1433.07), and then return to a fluctuating pattern. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially increase, then decrease sharply, followed by a sudden spike at index 13 (1433.07), and then return to a fluctuating pattern. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5346": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.6 to 2.84), followed by a gradual decline and oscillations. These patterns indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence, where the values deviate significantly from the expected linear or periodic",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.6 to 2.84), followed by a gradual decline and oscillations. These patterns indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence, where the values deviate significantly from the expected linear or periodic"
+        },
+        "5347": {
+            "Thought": "The time series exhibits a sudden spike in values at index 3 (10.0) and index 11 (10.0), which are significantly higher than the surrounding values. These spikes disrupt the otherwise stable pattern of the sequence, indicating isolated anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden spike in values at index 3 (10.0) and index 11 (10.0), which are significantly higher than the surrounding values. These spikes disrupt the otherwise stable pattern of the sequence, indicating isolated anomalies.\nActionID: 12"
+        },
+        "5348": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 33, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 33, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.\nActionID: 10"
+        },
+        "5349": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows a gradual downward trend, followed by a sudden spike at index 41 (value 0.24) and a sharp drop at index 42 (value -0.24). This is followed by a significant drop at index 43 (value -0.56) and a further drop at index 44 (value -0.64). These abrupt changes in values indicate a combination of sudden spikes and drops, disrupting the normal pattern. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The most prominent anomaly is the nonlinear pattern",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows a gradual downward trend, followed by a sudden spike at index 41 (value 0.24) and a sharp drop at index 42 (value -0.24). This is followed by a significant drop at index 43 (value -0.56) and a further drop at index 44 (value -0.64). These abrupt changes in values indicate a combination of sudden spikes and drops, disrupting the normal pattern. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The most prominent anomaly is the nonlinear pattern",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5350": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "5351": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5352": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5353": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5354": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 90, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 90, which deviates from the"
+        },
+        "5355": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 10, where the value (-125.5) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 10, where the value (-125.5) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.\nActionID: 4"
+        },
+        "5356": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.38, 0.56, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 10",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.38, 0.56, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 10"
+        },
+        "5357": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+        },
+        "5358": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "5359": {
+            "Thought": "The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "5360": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5361": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "5362": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+        },
+        "5363": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "5364": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5365": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 17 and 0.26 at index 59), abrupt drops (e.g., -0.02 at index 18 and -0.03 at index 58), and segments of flat or near-flat values (e.g., consecutive 0.01 values from index 20 to 23). These disruptions indicate a combination of sudden spikes and sparse anomalies, but the most prominent feature is the presence of isolated irregularities that deviate from the overall pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 17 and 0.26 at index 59), abrupt drops (e.g., -0.02 at index 18 and -0.03 at index 58), and segments of flat or near-flat values (e.g., consecutive 0.01 values from index 20 to 23). These disruptions indicate a combination of sudden spikes and sparse anomalies, but the most prominent feature is the presence of isolated irregularities that deviate from the overall pattern.\nActionID: 8"
+        },
+        "5366": {
+            "Thought": "The time series exhibits intermittent repeated values, such as -0.12 and -0.13, which disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits intermittent repeated values, such as -0.12 and -0.13, which disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "5367": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5368": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5369": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a flatline behavior around zero, which persists for a significant duration. This flatline is then disrupted by a sudden spike and drop (e.g., at index 92 with a value of 0.2 and index 93 with a value of 0.43), followed by a sharp drop to -1.11 and -1.33. These abrupt changes indicate a disruption in the normal pattern, likely caused by anomalies in the ECG signal. The flatline behavior and sudden spikes/drops suggest a Sudden Flatline Anomaly followed by Sudden Spike Anomaly. However, the flatline behavior",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a flatline behavior around zero, which persists for a significant duration. This flatline is then disrupted by a sudden spike and drop (e.g., at index 92 with a value of 0.2 and index 93 with a value of 0.43), followed by a sharp drop to -1.11 and -1.33. These abrupt changes indicate a disruption in the normal pattern, likely caused by anomalies in the ECG signal. The flatline behavior and sudden spikes/drops suggest a Sudden Flatline Anomaly followed by Sudden Spike Anomaly. However, the flatline behavior"
+        },
+        "5370": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+        },
+        "5371": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 14 (-1.28) and index 15 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a gradual upward drift in the latter part of the sequence (e.g., from index 80 onward), where the values steadily increase, deviating from the earlier fluctuations, indicating a drift anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 14 (-1.28) and index 15 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a gradual upward drift in the latter part of the sequence (e.g., from index 80 onward), where the values steadily increase, deviating from the earlier fluctuations, indicating a drift anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nActionID: 12"
+        },
+        "5372": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+        },
+        "5373": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a significant and sustained increase in values, with a new range forming around 40-46. This indicates a sudden shift in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a significant and sustained increase in values, with a new range forming around 40-46. This indicates a sudden shift in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.\nActionID: 4"
+        },
+        "5374": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5375": {
+            "Thought": "The time series initially fluctuates within a relatively stable range, but starting around index 30, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels. This indicates a gradual deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates within a relatively stable range, but starting around index 30, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels. This indicates a gradual deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5376": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5377": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around index 72, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.5 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 72, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.5 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.\nActionID: 12"
+        },
+        "5378": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5379": {
+            "Thought": "The time series initially exhibits a consistent upward trend, peaking around index 16, followed by a gradual decline. However, starting at index 33, the sequence transitions into a flatline of repeated values (122.0) for an extended period, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly in the system.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a consistent upward trend, peaking around index 16, followed by a gradual decline. However, starting at index 33, the sequence transitions into a flatline of repeated values (122.0) for an extended period, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly in the system.\nActionID: 10"
+        },
+        "5380": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "5381": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.1, 1.47, 1.92, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.1, 1.47, 1.92, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "5382": {
+            "Thought": "The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, starting at index 31, there is a sudden and sharp drop in values, followed by a recovery and subsequent fluctuations. This abrupt change in the long-term trend indicates a significant disruption in the system's behavior.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, starting at index 31, there is a sudden and sharp drop in values, followed by a recovery and subsequent fluctuations. This abrupt change in the long-term trend indicates a significant disruption in the system's behavior.\nActionID: 3"
+        },
+        "5383": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "5384": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 27, there is a sudden and significant increase in values, peaking at 55.21. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 27, there is a sudden and significant increase in values, peaking at 55.21. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+        },
+        "5385": {
+            "Thought": "The value 30.9 at index 10 significantly deviates from the surrounding data points, which mostly range between 24.5 and 26.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 30.9 at index 10 significantly deviates from the surrounding data points, which mostly range between 24.5 and 26.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "5386": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5387": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5388": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting from index 40, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting from index 40, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5389": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5390": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42, 0.31) followed by a sharp drop to extreme negative values (e.g., -1.08, -1.21). This indicates a sudden spike anomaly followed by a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42, 0.31) followed by a sharp drop to extreme negative values (e.g., -1.08, -1.21). This indicates a sudden spike anomaly followed by a"
+        },
+        "5391": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.31), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.31), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5392": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 98 (value 0.52), followed by a sharp drop to -0.4 and -0.76, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could also suggest a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike and drop.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 98 (value 0.52), followed by a sharp drop to -0.4 and -0.76, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could also suggest a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+        },
+        "5393": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5394": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.\nActionID: 11"
+        },
+        "5395": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.62) followed by a steep drop (-0.78, -1.04, -0.92). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.62) followed by a steep drop (-0.78, -1.04, -0.92). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "5396": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5397": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "5398": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from around -2455.0 to -2599.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from around -2455.0 to -2599.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "5399": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 1.0, 1.38, 1.58, 1.76, 2.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 1.0, 1.38, 1.58, 1.76, 2."
+        },
+        "5400": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.21) and a subsequent extreme drop at index 92 (value -1.38), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.21) and a subsequent extreme drop at index 92 (value -1.38), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5401": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+        },
+        "5402": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "5403": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 100.0 and eventually reaching 42.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 100.0 and eventually reaching 42.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "5404": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5405": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5406": {
+            "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 1.0. However, starting at index 16, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels (e.g., 1.24, 1.32, 1.44). This indicates a gradual deviation from the original level, suggesting a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 1.0. However, starting at index 16, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels (e.g., 1.24, 1.32, 1.44). This indicates a gradual deviation from the original level, suggesting a drift anomaly.\nActionID: 11"
+        },
+        "5407": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5408": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 9 to 11, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 9 to 11, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "5409": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 87 (0.28) and the sharp drop at index 88 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 87 (0.28) and the sharp drop at index 88 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5410": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "5411": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "5412": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 50, where values steadily increase, indicating a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, suggesting a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disru",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 50, where values steadily increase, indicating a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, suggesting a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disru"
+        },
+        "5413": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "5414": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5415": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.51 to -0.72), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 1.62) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the exponential-like growth and subsequent irregular fluctuations.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.51 to -0.72), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 1.62) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the exponential-like growth and subsequent irregular fluctuations.\nActionID:"
+        },
+        "5416": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 43, there is a sudden and significant increase in values, peaking at 52.25. This is followed by a sharp drop and a gradual decline in values, eventually stabilizing at a lower range (approximately 28-32). The abrupt spike and subsequent drop indicate a disruption in the statistical properties of the sequence, likely caused by a change in the underlying process. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 43, there is a sudden and significant increase in values, peaking at 52.25. This is followed by a sharp drop and a gradual decline in values, eventually stabilizing at a lower range (approximately 28-32). The abrupt spike and subsequent drop indicate a disruption in the statistical properties of the sequence, likely caused by a change in the underlying process. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "5417": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values follow a predictable and smooth trajectory, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values follow a predictable and smooth trajectory, indicating no anomalies.\nActionID: 0"
+        },
+        "5418": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "5419": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5420": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "5421": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "5422": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5423": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5424": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease sharply from around 1000 to 800 and then to 700. This abrupt change disrupts the overall pattern and indicates a potential anomaly in the sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease sharply from around 1000 to 800 and then to 700. This abrupt change disrupts the overall pattern and indicates a potential anomaly in the sequence.\nActionID: 10"
+        },
+        "5425": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 30 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 30 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5426": {
+            "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5427": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5428": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "5429": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.\nActionID: 0"
+        },
+        "5430": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5431": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5432": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5433": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5434": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+        },
+        "5435": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "5436": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 22), abrupt drops (e.g., -10.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 22), abrupt drops (e.g., -10.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+        },
+        "5437": {
+            "Thought": "The time series exhibits multiple irregularities. Initially, there is a sharp drop from 0.219 to 0.036, followed by a sudden spike to 0.241 and 0.256, and then a return to a lower range. Later, there is another sharp drop to 0.036 and a subsequent recovery to higher values. These abrupt changes in amplitude and direction indicate a disruption in the normal fluctuation pattern. The presence of these sharp spikes and drops suggests a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities. Initially, there is a sharp drop from 0.219 to 0.036, followed by a sudden spike to 0.241 and 0.256, and then a return to a lower range. Later, there is another sharp drop to 0.036 and a subsequent recovery to higher values. These abrupt changes in amplitude and direction indicate a disruption in the normal fluctuation pattern. The presence of these sharp spikes and drops suggests a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5438": {
+            "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial.\nActionID: 0"
+        },
+        "5439": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "5440": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.42, 3.96) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.42, 3.96) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+        },
+        "5441": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and extreme deviations, such as the spike at index 112 (0.52) and the sharp drop at index 113 (-0.58), followed by a significant outlier at index 114 (-1.24). These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and extreme deviations, such as the spike at index 112 (0.52) and the sharp drop at index 113 (-0.58), followed by a significant outlier at index 114 (-1.24). These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5442": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5443": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5444": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (12.66, 12.64, 12.62, 12.6, 12.61, 12.6, 12.58, 12.56, 12.54, 12.52, 12.5, 12.48, 12.46, 12.44, 12.42, 12.4, 12.38, 12.36, 12.34, 12.32, 1",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (12.66, 12.64, 12.62, 12.6, 12.61, 12.6, 12.58, 12.56, 12.54, 12.52, 12.5, 12.48, 12.46, 12.44, 12.42, 12.4, 12.38, 12.36, 12.34, 12.32, 1"
+        },
+        "5445": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 21, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.31, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 21, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.31, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "5446": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5447": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal. Additionally, the sequence does not return to a consistent baseline after these events, further confirming the anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal. Additionally, the sequence does not return to a consistent baseline after these events, further confirming the anomaly.\nActionID: 12"
+        },
+        "5448": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1237.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1237.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.\nActionID: 1"
+        },
+        "5449": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5450": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.\nActionID: 12"
+        },
+        "5451": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+        },
+        "5452": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 27 (-1.38) and index 28 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 87 (1.02) and peaking at index 91 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and drop.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 27 (-1.38) and index 28 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 87 (1.02) and peaking at index 91 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and drop."
+        },
+        "5453": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 50.21), which deviates sharply from the surrounding values that generally range between 30 and 37. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 50.21), which deviates sharply from the surrounding values that generally range between 30 and 37. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5454": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at index 83 (2.08), which is characteristic of a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at index 83 (2.08), which is characteristic of a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic"
+        },
+        "5455": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.66 to -0.68 to -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., from 0.06 to 1.38), followed by a downward drift (e.g., from 1.38 to -0.28), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns, particularly in the later part of the series, deviating from the original linear or",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.66 to -0.68 to -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., from 0.06 to 1.38), followed by a downward drift (e.g., from 1.38 to -0.28), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns, particularly in the later part of the series, deviating from the original linear or"
+        },
+        "5456": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+        },
+        "5457": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. However, the overall trend is not consistent, and the sequence exhibits a gradual drift away from the initial level, indicating a deviation from the normal level of fluctuation. This behavior is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. However, the overall trend is not consistent, and the sequence exhibits a gradual drift away from the initial level, indicating a deviation from the normal level of fluctuation. This behavior is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "5458": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5459": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden and significant deviation into negative values starting at index 30. This abrupt transition disrupts the flatline pattern and introduces a new pattern of fluctuating values, indicating a nonlinear change in the sequence. The original flatline is broken and a new pattern emerges.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden and significant deviation into negative values starting at index 30. This abrupt transition disrupts the flatline pattern and introduces a new pattern of fluctuating values, indicating a nonlinear change in the sequence. The original flatline is broken and a new pattern emerges.\nActionID: 14"
+        },
+        "5460": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5461": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5462": {
+            "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a fluctuating range around 12.2, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a fluctuating range around 12.2, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.\nActionID: 4"
+        },
+        "5463": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5464": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5465": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 26 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 26 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5466": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5467": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.14, 0.38, 0.66, -0.92, -1.58), which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors points to a complex anomaly in the ECG signal",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.14, 0.38, 0.66, -0.92, -1.58), which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors points to a complex anomaly in the ECG signal"
+        },
+        "5468": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.\nActionID: 11"
+        },
+        "5469": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1237.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1237.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.\nActionID: 1"
+        },
+        "5470": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5471": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "5472": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 50, there is a sudden and extreme spike in values (e.g., 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0",
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 50, there is a sudden and extreme spike in values (e.g., 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5473": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "5474": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5475": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 78 (value 0.28) and a sharp drop at index 79 (value -0.78). This is followed by a recovery and a nonlinear pattern of growth and fluctuation. The sequence also shows irregular fluctuations and deviations from the expected ECG pattern, indicating a disruption in the normal rhythm. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 78 (value 0.28) and a sharp drop at index 79 (value -0.78). This is followed by a recovery and a nonlinear pattern of growth and fluctuation. The sequence also shows irregular fluctuations and deviations from the expected ECG pattern, indicating a disruption in the normal rhythm. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5476": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.49, -1.28, -1.28). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.49, -1.28, -1.28). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "5477": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden and significant spike at index 76 (value 0.22) and a sharp drop at index 77 (value -1.38), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly. Such behavior is often observed in ECG signals during irregular heart activity or noise.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden and significant spike at index 76 (value 0.22) and a sharp drop at index 77 (value -1.38), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly. Such behavior is often observed in ECG signals during irregular heart activity or noise.\nActionID: 12"
+        },
+        "5478": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "5479": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop and irregular fluctuations. Around index 49, there is a significant spike (0.62) followed by a sharp drop (-0.44, -0.72), indicating sudden spikes and drops. Later, starting at index 115, there is a nonlinear growth pattern (e.g., 0.99, 1.62, 2.",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop and irregular fluctuations. Around index 49, there is a significant spike (0.62) followed by a sharp drop (-0.44, -0.72), indicating sudden spikes and drops. Later, starting at index 115, there is a nonlinear growth pattern (e.g., 0.99, 1.62, 2.",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5480": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 32 and 33, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 32 and 33, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+        },
+        "5481": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5482": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 56, where the values drop sharply to a much lower range (e.g., -0.52, -0.68, -0.66) compared to the preceding values. This is followed by a recovery and a gradual upward drift, indicating a disruption in the normal ECG pattern. The sharp drop and subsequent recovery suggest a Continuous Segment Anomaly.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 56, where the values drop sharply to a much lower range (e.g., -0.52, -0.68, -0.66) compared to the preceding values. This is followed by a recovery and a gradual upward drift, indicating a disruption in the normal ECG pattern. The sharp drop and subsequent recovery suggest a Continuous Segment Anomaly.\nActionID: 13"
+        },
+        "5483": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 27 (value 1261.06), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range, indicating a temporary anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 (value 1261.06), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range, indicating a temporary anomaly.\nActionID: 12"
+        },
+        "5484": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 16, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (around 4.0). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 16, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (around 4.0). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5485": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "5486": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.01, 2.36, 2.56, 2.92), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -1",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.01, 2.36, 2.56, 2.92), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -1"
+        },
+        "5487": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.08). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.08). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+        },
+        "5488": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 59 (value 60.0) and index 60 (value 63.0), which are significantly higher than the surrounding values that generally range between 30 and 36. These spikes disrupt the normal fluctuation pattern and are followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 59 (value 60.0) and index 60 (value 63.0), which are significantly higher than the surrounding values that generally range between 30 and 36. These spikes disrupt the normal fluctuation pattern and are followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5489": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index"
+        },
+        "5490": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, there is a sudden spike in values (e.g., 3.0, 4.0, 5.0, 5.5), followed by a return to a lower range. Additionally, there are repeated values (e.g., 3.0, 4.0, 5.0) disrupting the normal fluctuation pattern. These characteristics suggest a combination of sudden spikes and repeated value anomalies. However, the dominant anomaly is the repeated values disrupting the sequence.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, there is a sudden spike in values (e.g., 3.0, 4.0, 5.0, 5.5), followed by a return to a lower range. Additionally, there are repeated values (e.g., 3.0, 4.0, 5.0) disrupting the normal fluctuation pattern. These characteristics suggest a combination of sudden spikes and repeated value anomalies. However, the dominant anomaly is the repeated values disrupting the sequence.\nActionID: 9"
+        },
+        "5491": {
+            "Thought": "The time series exhibits a sudden and significant spike in values around indices 74-77 (0.2, 0.66, 1.06, 0.91), which deviates sharply from the surrounding data. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. Such behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike in values around indices 74-77 (0.2, 0.66, 1.06, 0.91), which deviates sharply from the surrounding data. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. Such behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5492": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5493": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5494": {
+            "Thought": "The time series exhibits intermittent repeated values, such as -0.05 and -0.04, which disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits intermittent repeated values, such as -0.05 and -0.04, which disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "5495": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.23, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.23, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "5496": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.46), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.46), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "5497": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.16, 0.22, 0.27, 0.34, 0.41) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.16, 0.22, 0.27, 0.34, 0.41) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+        },
+        "5498": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "5499": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "5500": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 26 (value 153.01), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 26 (value 153.01), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5501": {
+            "Thought": "The time series exhibits a sudden and extreme deviation at index 72, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 72, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+        },
+        "5502": {
+            "Thought": "The sequence initially exhibits a prolonged flatline of zeros, followed by a sudden shift to a fluctuating pattern with values around 12. This indicates a transition from a flatline to a fluctuating pattern, suggesting a disruption in the normal behavior of the time series. The flatline behavior is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a prolonged flatline of zeros, followed by a sudden shift to a fluctuating pattern with values around 12. This indicates a transition from a flatline to a fluctuating pattern, suggesting a disruption in the normal behavior of the time series. The flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "5503": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5504": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease, with some fluctuations, to around 8.8. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease, with some fluctuations, to around 8.8. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5505": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine losing its original operating condition or degrading over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine losing its original operating condition or degrading over time.\nActionID: 11"
+        },
+        "5506": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.38, -0.68, -0.72), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.38, -0.68, -0.72), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+        },
+        "5507": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 96 (value 0.21) and a subsequent extreme drop at index 97 (value -1.08), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 96 (value 0.21) and a subsequent extreme drop at index 97 (value -1.08), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5508": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5509": {
+            "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline at -0.01 from index 13 to 16, and then transitions into a fluctuating pattern with repeated values (e.g., -0.01, -0.02) disrupting the normal fluctuation pattern. This indicates a combination of anomalies, including a sudden flatline and repeated value anomalies. However, the repeated values dominate the latter part of the sequence, making it the primary anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline at -0.01 from index 13 to 16, and then transitions into a fluctuating pattern with repeated values (e.g., -0.01, -0.02) disrupting the normal fluctuation pattern. This indicates a combination of anomalies, including a sudden flatline and repeated value anomalies. However, the repeated values dominate the latter part of the sequence, making it the primary anomaly.\nActionID: 9"
+        },
+        "5510": {
+            "Thought": "The value 30.9 at index 10 significantly deviates from the surrounding data points, which mostly range between 24 and 27. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 30.9 at index 10 significantly deviates from the surrounding data points, which mostly range between 24 and 27. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "5511": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5512": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56, 0.68, 0.84, 1.02, 1",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56, 0.68, 0.84, 1.02, 1"
+        },
+        "5513": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 1.92, 2.08",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 1.92, 2.08"
+        },
+        "5514": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 16, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 16, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5515": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+        },
+        "5516": {
+            "Thought": "The time series exhibits multiple sudden spikes in values, such as at indices 13 (43.28), 14 (50.8), 15 (50.8), 16 (50.8), 17 (50.8), 18 (50.8), 19 (50.8), 20 (50.8), 21 (50.8), 22 (50.8), 23 (50.8), 24 (50.8), 25 (50.8), 26 (50.8), 27 (50.8), 28 (5",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple sudden spikes in values, such as at indices 13 (43.28), 14 (50.8), 15 (50.8), 16 (50.8), 17 (50.8), 18 (50.8), 19 (50.8), 20 (50.8), 21 (50.8), 22 (50.8), 23 (50.8), 24 (50.8), 25 (50.8), 26 (50.8), 27 (50.8), 28 (5"
+        },
+        "5517": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5518": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5519": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 15 (value 40.21), which deviates sharply from the surrounding values that generally range between 28 and 34. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 15 (value 40.21), which deviates sharply from the surrounding values that generally range between 28 and 34. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5520": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "5521": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 13 (-1.18) and index 14 (-1.48), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 13 (-1.18) and index 14 (-1.48), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5522": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5523": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "5524": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 10 (value 1028.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 10 (value 1028.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5525": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "5526": {
+            "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 13, there is a sudden spike to 51.0, which is significantly higher than the surrounding values. This spike disrupts the normal pattern and is followed by a return to the previous range. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 13, there is a sudden spike to 51.0, which is significantly higher than the surrounding values. This spike disrupts the normal pattern and is followed by a return to the previous range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5527": {
+            "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly.\nActionID: 11"
+        },
+        "5528": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 86 (value 0.28) and a sharp drop at index 87 (value -0.78). This is followed by a recovery and a nonlinear pattern of growth and fluctuation. The sequence also shows a significant deviation in amplitude, particularly around indices 86-89, where the values drop sharply and then recover. These characteristics suggest a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly.",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 86 (value 0.28) and a sharp drop at index 87 (value -0.78). This is followed by a recovery and a nonlinear pattern of growth and fluctuation. The sequence also shows a significant deviation in amplitude, particularly around indices 86-89, where the values drop sharply and then recover. These characteristics suggest a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly.\nActionID:",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5529": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.59, 3.08) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.59, 3.08) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+        },
+        "5530": {
+            "Thought": "The sequence starts with a higher range of values (around 3.0 to 3.6) but then abruptly drops to a much lower range (around 0.6 to 0.8) starting at index 10. This indicates a significant and sustained shift in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence starts with a higher range of values (around 3.0 to 3.6) but then abruptly drops to a much lower range (around 0.6 to 0.8) starting at index 10. This indicates a significant and sustained shift in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.\nActionID: 4"
+        },
+        "5531": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 24 (value 1385.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 24 (value 1385.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "5532": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.42, 3.11) starting around index 115, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.42, 3.11) starting around index 115, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the"
+        },
+        "5533": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -2455.0 to -2599.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -2455.0 to -2599.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "5534": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5535": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.6, 1.3, 2.11, 2.42, 2.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.6, 1.3, 2.11, 2.42, 2.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "5536": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "5537": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 40 (value 52.25), which is significantly higher than the surrounding values that generally range between 28 and 34. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 40 (value 52.25), which is significantly higher than the surrounding values that generally range between 28 and 34. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+        },
+        "5538": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "5539": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 24, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 56, there is a significant and abrupt change in the statistical properties of the sequence, with a sharp drop to extreme negative values, which suggests a Change Point Anomaly. Finally, the sequence transitions into a nonlinear growth pattern starting at index 112, deviating from the original trend, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 24, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 56, there is a significant and abrupt change in the statistical properties of the sequence, with a sharp drop to extreme negative values, which suggests a Change Point Anomaly. Finally, the sequence transitions into a nonlinear growth pattern starting at index 112, deviating from the original trend, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG"
+        },
+        "5540": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a sudden spike at index 10 (112.0), which significantly deviates from the surrounding values. After the spike, the sequence returns to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a sudden spike at index 10 (112.0), which significantly deviates from the surrounding values. After the spike, the sequence returns to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5541": {
+            "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 17 and 13.0 at index 20) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 17 and 13.0 at index 20) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.\nActionID: 8"
+        },
+        "5542": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.67), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.67), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5543": {
+            "Thought": "The sequence exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline of zeros starting at index 16, disrupting the normal fluctuations. Afterward, the sequence resumes with irregular fluctuations and a sudden spike at index 39 (value 1.0). These patterns indicate a combination of drift, sudden flatline, and sudden spike anomalies. However, the most prominent anomaly is the sudden flatline, as it significantly disrupts the sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline of zeros starting at index 16, disrupting the normal fluctuations. Afterward, the sequence resumes with irregular fluctuations and a sudden spike at index 39 (value 1.0). These patterns indicate a combination of drift, sudden flatline, and sudden spike anomalies. However, the most prominent anomaly is the sudden flatline, as it significantly disrupts the sequence.\nActionID: 10"
+        },
+        "5544": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 1.08, 1.38, 1.56, 1.74, 1.92,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 1.08, 1.38, 1.56, 1.74, 1.92,"
+        },
+        "5545": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5546": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5547": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+        },
+        "5548": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5549": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 57 to 60, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 57 to 60, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5550": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5551": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.68). Later, there is a nonlinear pattern with exponential growth (e.g., 0.68 to 2.81) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.68). Later, there is a nonlinear pattern with exponential growth (e.g., 0.68 to 2.81) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+        },
+        "5552": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 43 (value 50.25), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 43 (value 50.25), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5553": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.11) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.11) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom"
+        },
+        "5554": {
+            "Thought": "The time series exhibits a repeating pattern where the values oscillate between a high range (e.g., 0.22 to 0.25) and a low range (e.g., 0.14 to 0.16). However, there are intermittent segments where the values deviate from the expected pattern, such as the sudden drop to 0.13 and 0.12, and the repeated values 0.14 and 0.15. These deviations disrupt the normal fluctuation pattern, indicating a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern where the values oscillate between a high range (e.g., 0.22 to 0.25) and a low range (e.g., 0.14 to 0.16). However, there are intermittent segments where the values deviate from the expected pattern, such as the sudden drop to 0.13 and 0.12, and the repeated values 0.14 and 0.15. These deviations disrupt the normal fluctuation pattern, indicating a repeated value anomaly.\nActionID: 9"
+        },
+        "5555": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.7 to 3.68) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern change due to the exponential-like growth and subsequent irregular",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.7 to 3.68) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern change due to the exponential-like growth and subsequent irregular"
+        },
+        "5556": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.24, -1.69, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.24, -1.69, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5557": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "5559": {
+            "Thought": "The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "5560": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 200 to 250. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 200 to 250. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5561": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5562": {
+            "Thought": "The value 50.2 at index 32 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 32 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "5563": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5564": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there is a sudden and significant deviation at index 29, where the value jumps to 1.266. This isolated spike disrupts the otherwise flat pattern.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there is a sudden and significant deviation at index 29, where the value jumps to 1.266. This isolated spike disrupts the otherwise flat pattern.\nActionID: 1"
+        },
+        "5565": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 30, the sequence stabilizes into a flatline with minimal fluctuations, indicating a loss of normal variability. This sudden transition to a flatline suggests a system anomaly where the machine's behavior becomes static and repetitive.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 30, the sequence stabilizes into a flatline with minimal fluctuations, indicating a loss of normal variability. This sudden transition to a flatline suggests a system anomaly where the machine's behavior becomes static and repetitive.\nActionID: 10"
+        },
+        "5566": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5567": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5568": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.96, 2.29, 2.51) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.96, 2.29, 2.51) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "5569": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "5570": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5571": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08) starting",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08) starting"
+        },
+        "5572": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 10.0), which disrupts the sequence. Afterward, there is a sharp increase in values, peaking at index 29 (value 30.0), and then a nonlinear pattern emerges with exponential-like growth from index 30 to 36. Finally, the sequence transitions into a steep decline, indicating a nonlinear pattern anomaly. These combined behaviors suggest a significant deviation from the expected machine-system behavior.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 10.0), which disrupts the sequence. Afterward, there is a sharp increase in values, peaking at index 29 (value 30.0), and then a nonlinear pattern emerges with exponential-like growth from index 30 to 36. Finally, the sequence transitions into a steep decline, indicating a nonlinear pattern anomaly. These combined behaviors suggest a significant deviation from the expected machine-system behavior.\nActionID: 14"
+        },
+        "5573": {
+            "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.\nActionID: 0"
+        },
+        "5574": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5575": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5576": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 21 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5577": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 33, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 33, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.\nActionID: 4"
+        },
+        "5578": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values drop sharply to a much lower range (e.g., -0.42, -0.59, -0.64, -0.72) compared to the preceding values. This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence later returns to a more stable range, suggesting a localized disruption. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values drop sharply to a much lower range (e.g., -0.42, -0.59, -0.64, -0.72) compared to the preceding values. This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence later returns to a more stable range, suggesting a localized disruption. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "5579": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 21 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 21 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5580": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.31, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.31, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+        },
+        "5581": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "5582": {
+            "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain.\nActionID: 0"
+        },
+        "5583": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.09, 0.12), followed by a sharp drop and irregular fluctuations. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth (e.g., 0.12, 0.16, 0.21, 0.24, 0.27) and then a gradual decline, suggesting a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.09, 0.12), followed by a sharp drop and irregular fluctuations. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth (e.g., 0.12, 0.16, 0.21, 0.24, 0.27) and then a gradual decline, suggesting a Nonlinear Pattern Anomaly."
+        },
+        "5584": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 15 (0.28) and index 16 (0.46), followed by a sharp drop at index 17 (-0.38) and index 18 (-1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 80-90 (e.g., 0.28, 0.51, 0.68, 0.84, 0.96, 1.08, 1.28",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 15 (0.28) and index 16 (0.46), followed by a sharp drop at index 17 (-0.38) and index 18 (-1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 80-90 (e.g., 0.28, 0.51, 0.68, 0.84, 0.96, 1.08, 1.28"
+        },
+        "5585": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5586": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -1",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -1"
+        },
+        "5587": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.46, 2.92) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.46, 2.92) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows"
+        },
+        "5588": {
+            "Thought": "The value 12952.0 at index 10 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 12952.0 at index 10 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+        },
+        "5589": {
+            "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 17 and 13.0 at index 20) and abrupt changes in amplitude, deviating from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 17 and 13.0 at index 20) and abrupt changes in amplitude, deviating from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.\nActionID: 8"
+        },
+        "5590": {
+            "Thought": "The time series exhibits multiple patterns of anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.3, and then a recovery with fluctuations. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.84. These changes indicate a combination of drift, flatline, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear pattern change in the latter part of the sequence, where the values deviate significantly from the earlier trends.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple patterns of anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.3, and then a recovery with fluctuations. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.84. These changes indicate a combination of drift, flatline, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear pattern change in the latter part of the sequence, where the values deviate significantly from the earlier trends.\nActionID: 14"
+        },
+        "5591": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.\nActionID: 0"
+        },
+        "5592": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 18, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 18, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+        },
+        "5593": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "5594": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 16, the values stabilize at a higher level (around 1.24) and do not return to the original range, indicating a gradual drift away from the original level of fluctuation. This suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 16, the values stabilize at a higher level (around 1.24) and do not return to the original range, indicating a gradual drift away from the original level of fluctuation. This suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "5595": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5596": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations. The sequence does not follow a consistent linear or periodic pattern, and the changes in the data points suggest a nonlinear behavior. This is indicative of a Nonlinear Pattern Anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations. The sequence does not follow a consistent linear or periodic pattern, and the changes in the data points suggest a nonlinear behavior. This is indicative of a Nonlinear Pattern Anomaly.\nActionID: 14"
+        },
+        "5597": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting at index 33, there is a sudden and significant increase in values, peaking at 0.24. This is followed by a sharp drop and a transition into a new pattern with higher variability and a different range of values. The sequence transitions from a stable pattern to a more volatile one, indicating a change in the overall pattern of the time series.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting at index 33, there is a sudden and significant increase in values, peaking at 0.24. This is followed by a sharp drop and a transition into a new pattern with higher variability and a different range of values. The sequence transitions from a stable pattern to a more volatile one, indicating a change in the overall pattern of the time series.\nActionID: 7"
+        },
+        "5598": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Non"
+        },
+        "5599": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 96,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 96,"
+        },
+        "5600": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.\nActionID: 14"
+        },
+        "5601": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "5602": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "5603": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5604": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 20, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which is indicative of a Sudden Spike Anomaly. Additionally, starting from index 87, there is a significant upward drift in values (e.g., 0.94, 1.38, 1.68, 1.96, 2.11), followed by a gradual return to lower values, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic fluctuations.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 20, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which is indicative of a Sudden Spike Anomaly. Additionally, starting from index 87, there is a significant upward drift in values (e.g., 0.94, 1.38, 1.68, 1.96, 2.11), followed by a gradual return to lower values, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic fluctuations.\nActionID:"
+        },
+        "5605": {
+            "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 23, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential recovery or shift in the statistical properties. The flatline at 0.0 is the most prominent anomaly in this sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 23, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential recovery or shift in the statistical properties. The flatline at 0.0 is the most prominent anomaly in this sequence.\nActionID: 10"
+        },
+        "5606": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.21) followed by a sharp drop (-0.22, -0.58, -0.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.24, 0.31, 0.41, 0.51) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anom",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.21) followed by a sharp drop (-0.22, -0.58, -0.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.24, 0.31, 0.41, 0.51) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anom"
+        },
+        "5607": {
+            "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5608": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "5609": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant deviation from the normal pattern, with values rapidly increasing and then decreasing, indicating a Continuous Segment Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or arrhythmias.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant deviation from the normal pattern, with values rapidly increasing and then decreasing, indicating a Continuous Segment Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or arrhythmias.\nActionID: 7"
+        },
+        "5610": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5611": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 30 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 30 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+        },
+        "5612": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5613": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.62, 1.0, 1.32, 1.68, 1.96, 2.11), followed by a gradual downward drift (e.g., -0.01 to -0.24), indicating a Drift Anomaly. Additionally, the sequence shows non",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.62, 1.0, 1.32, 1.68, 1.96, 2.11), followed by a gradual downward drift (e.g., -0.01 to -0.24), indicating a Drift Anomaly. Additionally, the sequence shows non"
+        },
+        "5614": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 33, the values abruptly transition into a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 33, the values abruptly transition into a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.\nActionID: 10"
+        },
+        "5615": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5616": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5617": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 46, there is a significant upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 46, there is a significant upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.\nActionID: 14"
+        },
+        "5618": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5619": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5620": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows normal fluctuations, but starting around index 33, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. Notably, at index 49, there is a significant spike (5.11) that deviates drastically from the surrounding values. Additionally, the sequence transitions into a prolonged segment of elevated values (e.g., 5.11, 5.12, 5.13) before returning to a lower range, indicating a continuous segment anomaly. These patterns suggest a combination of sudden spikes and sustained deviations.",
+            "ActionID": 13,
+            "Action": "Continuous Segment Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows normal fluctuations, but starting around index 33, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. Notably, at index 49, there is a significant spike (5.11) that deviates drastically from the surrounding values. Additionally, the sequence transitions into a prolonged segment of elevated values (e.g., 5.11, 5.12, 5.13) before returning to a lower range, indicating a continuous segment anomaly. These patterns suggest a combination of sudden spikes and sustained deviations.\nActionID: 13"
+        },
+        "5621": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "5622": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -1.21), followed by a recovery to a stable range. Later, there is a gradual drift downward (e.g., -0.01 to -0.24), indicating a drift anomaly. Additionally, there are sudden spikes and drops (e.g., 0.1 to 0.45 and -0.2 to -1.33), suggesting sudden spike anomalies. The sequence also shows nonlinear changes in the pattern, particularly in the later part, where the values deviate from the original linear or stable",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -1.21), followed by a recovery to a stable range. Later, there is a gradual drift downward (e.g., -0.01 to -0.24), indicating a drift anomaly. Additionally, there are sudden spikes and drops (e.g., 0.1 to 0.45 and -0.2 to -1.33), suggesting sudden spike anomalies. The sequence also shows nonlinear changes in the pattern, particularly in the later part, where the values deviate from the original linear or stable"
+        },
+        "5623": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.35 at index 24), abrupt drops (e.g., -102.11 at index 25), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.35 at index 24), abrupt drops (e.g., -102.11 at index 25), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.\nActionID: 8"
+        },
+        "5624": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5625": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "5626": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5627": {
+            "Thought": "The time series exhibits a gradual upward drift in values, starting from around -12.0 and moving toward -8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a systematic anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, starting from around -12.0 and moving toward -8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a systematic anomaly.\nActionID: 11"
+        },
+        "5628": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5629": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (40000.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (40000.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "5630": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68 to -1.21), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change in the latter part of the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68 to -1.21), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change in the latter part of the sequence.\nActionID: 14"
+        },
+        "5631": {
+            "Thought": "The time series initially shows a higher range of values (around 40-50) but then abruptly drops to a lower range (around 30-35) starting at index 10. This indicates a significant shift in the statistical properties, such as the mean and variance, of the sequence. This abrupt change suggests a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a higher range of values (around 40-50) but then abruptly drops to a lower range (around 30-35) starting at index 10. This indicates a significant shift in the statistical properties, such as the mean and variance, of the sequence. This abrupt change suggests a change point anomaly.\nActionID: 4"
+        },
+        "5632": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "5633": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5634": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, but starting at index 13, the values abruptly shift to a new range of negative values, indicating a sudden change in the statistical properties of the sequence. This suggests a significant change point in the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, but starting at index 13, the values abruptly shift to a new range of negative values, indicating a sudden change in the statistical properties of the sequence. This suggests a significant change point in the time series.\nActionID: 4"
+        },
+        "5635": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5636": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden and extreme drop at index 96 (-1.28) and index 97 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the previous range. These sudden and extreme deviations are indicative of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden and extreme drop at index 96 (-1.28) and index 97 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the previous range. These sudden and extreme deviations are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5637": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5638": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "5639": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "5640": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 8 (0.28) and index 9 (0.46), followed by a sharp drop at index 10 (-0.38) and index 11 (-1.38), which disrupts the normal fluctuation pattern. Additionally, there is a nonlinear pattern of exponential growth starting around index 76 (0.76) and peaking at index 81 (2.11), followed by a gradual decline. These disruptions indicate a combination of sudden spikes and nonlinear pattern anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 8 (0.28) and index 9 (0.46), followed by a sharp drop at index 10 (-0.38) and index 11 (-1.38), which disrupts the normal fluctuation pattern. Additionally, there is a nonlinear pattern of exponential growth starting around index 76 (0.76) and peaking at index 81 (2.11), followed by a gradual decline. These disruptions indicate a combination of sudden spikes and nonlinear pattern anomalies.\nActionID: 12"
+        },
+        "5641": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "5642": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.28, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.34, 1.78, 2.08, 2.36) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.28, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.34, 1.78, 2.08, 2.36) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+        },
+        "5643": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "5644": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5645": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 123.0, 133.0, 143.0, 153.0, 163.0, 173.0, 183.0, 193.0, 203.0, 213.0, 223.0, 233.0, 243.0, 253.0, 263.0, 273.0, 283.0, 293.0, 303.0, 313.0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 123.0, 133.0, 143.0, 153.0, 163.0, 173.0, 183.0, 193.0, 203.0, 213.0, 223.0, 233.0, 243.0, 253.0, 263.0, 273.0, 283.0, 293.0, 303.0, 313.0"
+        },
+        "5646": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "5647": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.38, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.38, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5648": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline into negative values, and then a recovery with oscillations. This behavior suggests a nonlinear pattern that breaks the original linear rule.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline into negative values, and then a recovery with oscillations. This behavior suggests a nonlinear pattern that breaks the original linear rule.\nActionID: 14"
+        },
+        "5649": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 39 and 0.26 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 39 and 0.26 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+        },
+        "5650": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 23-26, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.0, -0.77, -0.66). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 23-26, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.0, -0.77, -0.66). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+        },
+        "5651": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 2432.91), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 2432.91), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5652": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at the last two data points (49.2 and 60.81), which are significantly higher than the preceding values that generally range between 28 and 35. This indicates a temporary disruption in the sequence, likely caused by an anomaly in the Server-IOPS domain.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at the last two data points (49.2 and 60.81), which are significantly higher than the preceding values that generally range between 28 and 35. This indicates a temporary disruption in the sequence, likely caused by an anomaly in the Server-IOPS domain.\nActionID: 12"
+        },
+        "5653": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 32 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 32 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+        },
+        "5654": {
+            "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+        },
+        "5655": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "5656": {
+            "Thought": "The value 52.9 at index 47 is a significant outlier compared to the surrounding values, which generally range between 28 and 34. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 52.9 at index 47 is a significant outlier compared to the surrounding values, which generally range between 28 and 34. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "5657": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.21) and a subsequent extreme drop at index 92 (value -1.28), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, indicating a disruption in the ECG signal. The extreme drop and recovery suggest a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.21) and a subsequent extreme drop at index 92 (value -1.28), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, indicating a disruption in the ECG signal. The extreme drop and recovery suggest a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5658": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+        },
+        "5659": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a return to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a return to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.\nActionID: 10"
+        },
+        "5660": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 16, peaking at index 20, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 16, peaking at index 20, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "5661": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5662": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 39 (-1.38) and index 40 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 39 (-1.38) and index 40 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5663": {
+            "Thought": "The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline starting at index 16, reaching a low point around index 20. After this, the sequence stabilizes into a fluctuating pattern with smaller variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline starting at index 16, reaching a low point around index 20. After this, the sequence stabilizes into a fluctuating pattern with smaller variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+        },
+        "5664": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5665": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 253.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 253.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5666": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5667": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.72, 1.3, 1.69, 2.01, 2.28, 2.46) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behav",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.72, 1.3, 1.69, 2.01, 2.28, 2.46) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behav"
+        },
+        "5668": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5669": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "5670": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 93 to 96, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 93 to 96, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5671": {
+            "Thought": "The sequence exhibits a sudden flatline at index 29 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 29 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "5672": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 17 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 17 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5673": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 17 and 0.231 at index 27) and abrupt changes in amplitude, deviating significantly from the surrounding values. These spikes disrupt the normal fluctuation pattern and are not consistent with the overall trend. Additionally, the sequence does not follow a consistent pattern, and the spikes are isolated anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 17 and 0.231 at index 27) and abrupt changes in amplitude, deviating significantly from the surrounding values. These spikes disrupt the normal fluctuation pattern and are not consistent with the overall trend. Additionally, the sequence does not follow a consistent pattern, and the spikes are isolated anomalies.\nActionID: 8"
+        },
+        "5674": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5675": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 10",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 10"
+        },
+        "5676": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+        },
+        "5677": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5678": {
+            "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The values then stabilize into a new range, suggesting a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The values then stabilize into a new range, suggesting a change point anomaly.\nActionID: 4"
+        },
+        "5679": {
+            "Thought": "The sequence exhibits a sudden spike at index 52 (value 0.2), which deviates significantly from the surrounding values that generally range between 0.04 and 0.1. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 52 (value 0.2), which deviates significantly from the surrounding values that generally range between 0.04 and 0.1. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5680": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden drops (e.g., 6.36 at index 37 and 6.3 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the expected pattern of the sequence, indicating a significant anomaly in the amplitude of the data points. The values exceed the normal upper and lower bounds, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden drops (e.g., 6.36 at index 37 and 6.3 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the expected pattern of the sequence, indicating a significant anomaly in the amplitude of the data points. The values exceed the normal upper and lower bounds, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "5681": {
+            "Thought": "The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 16, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 16, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5682": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 150.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 150.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5683": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "5684": {
+            "Thought": "The value 22.0 at index 16 is a significant outlier compared to the surrounding values, which generally range between 4.0 and 12.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 22.0 at index 16 is a significant outlier compared to the surrounding values, which generally range between 4.0 and 12.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "5685": {
+            "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of signal or sensor failure, which is characteristic of a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of signal or sensor failure, which is characteristic of a sudden flatline anomaly.\nActionID: 10"
+        },
+        "5686": {
+            "Thought": "The sequence exhibits a sudden flatline at index 23 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 23 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.\nActionID: 10"
+        },
+        "5687": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1535.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1535.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5688": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 52 (value 1.16) and a subsequent sharp increase to 1.36 at index 53. This is followed by a return to a lower range. The sequence also shows nonlinear growth in the latter part, deviating from the earlier trend. These patterns indicate a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the most prominent anomaly is the nonlinear growth in the latter part of the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 52 (value 1.16) and a subsequent sharp increase to 1.36 at index 53. This is followed by a return to a lower range. The sequence also shows nonlinear growth in the latter part, deviating from the earlier trend. These patterns indicate a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the most prominent anomaly is the nonlinear growth in the latter part of the sequence.\nActionID: 14"
+        },
+        "5689": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.34, 1.96, 2.28, 2.56, 2.72, 3.08), which deviates significantly from the earlier fluctu",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.34, 1.96, 2.28, 2.56, 2.72, 3.08), which deviates significantly from the earlier fluctu"
+        },
+        "5690": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5691": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5692": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 27 (value 1357.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 27 (value 1357.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5693": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5694": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5695": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "5696": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 26, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 26, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.\nActionID: 1"
+        },
+        "5697": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "5698": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 39.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 39.\nActionID: 12"
+        },
+        "5699": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "5700": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, -0.13). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is an extreme spike (0.52) followed by a sharp drop (-0.48, -0.68), which further supports the presence of Sudden Spike Anomalies. The sequence then stabilizes but later shows another significant drop at index",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, -0.13). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is an extreme spike (0.52) followed by a sharp drop (-0.48, -0.68), which further supports the presence of Sudden Spike Anomalies. The sequence then stabilizes but later shows another significant drop at index"
+        },
+        "5701": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5702": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5703": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme spike (0.28, 0.66) followed by a sharp drop (-0.42, -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.72, 1.32, 1.68, 1.96, 2.18) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme spike (0.28, 0.66) followed by a sharp drop (-0.42, -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.72, 1.32, 1.68, 1.96, 2.18) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The"
+        },
+        "5704": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "5705": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5706": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "5707": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from 1128 to 922, before returning to a higher range in subsequent points. This behavior indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from 1128 to 922, before returning to a higher range in subsequent points. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5708": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 90 to 97 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 90 to 97 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG"
+        },
+        "5709": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 15, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "5710": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop around index 16, where the values shift from a positive range to a negative range. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop around index 16, where the values shift from a positive range to a negative range. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "5711": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5712": {
+            "Thought": "The sequence exhibits a sudden and significant deviation at index 3, where the value (-200.0) is drastically different from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated point disrupts the overall pattern of the time series.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant deviation at index 3, where the value (-200.0) is drastically different from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated point disrupts the overall pattern of the time series.\nActionID: 1"
+        },
+        "5713": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12111.19) from index 10 to 12, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12111.19) from index 10 to 12, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "5714": {
+            "Thought": "The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "5715": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An"
+        },
+        "5716": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and other segments show erratic behavior. These disruptions suggest a significant deviation from the expected behavior of the sensor data, indicating a pattern change.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and other segments show erratic behavior. These disruptions suggest a significant deviation from the expected behavior of the sensor data, indicating a pattern change.\nActionID: 7"
+        },
+        "5717": {
+            "Thought": "The sequence exhibits a sudden spike at index 23 (value 0.18) and index 24 (value 0.38), which are significantly higher than the surrounding values that generally range between 0.02 and 0.1. These spikes disrupt the otherwise stable pattern of the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 23 (value 0.18) and index 24 (value 0.38), which are significantly higher than the surrounding values that generally range between 0.02 and 0.1. These spikes disrupt the otherwise stable pattern of the sequence.\nActionID: 12"
+        },
+        "5718": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5719": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.42) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.42) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "5720": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5721": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "5722": {
+            "Thought": "The time series exhibits multiple irregularities. Notably, there is a sudden spike at index 10 (value 0.226) and index 11 (value 0.306), which deviate significantly from the surrounding values. Additionally, there are abrupt changes in the sequence, such as the drop to 0.012 at index 12 and the subsequent recovery to 0.112 at index 13. These disruptions indicate a combination of sudden spikes and abrupt changes in the sequence. The most prominent anomaly is the sudden spike at index 10 and index 11.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities. Notably, there is a sudden spike at index 10 (value 0.226) and index 11 (value 0.306), which deviate significantly from the surrounding values. Additionally, there are abrupt changes in the sequence, such as the drop to 0.012 at index 12 and the subsequent recovery to 0.112 at index 13. These disruptions indicate a combination of sudden spikes and abrupt changes in the sequence. The most prominent anomaly is the sudden spike at index 10 and index 11.\nActionID: 12"
+        },
+        "5723": {
+            "Thought": "The value 30.9 at index 3 significantly deviates from the surrounding data points, which mostly range between 24 and 27. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 30.9 at index 3 significantly deviates from the surrounding data points, which mostly range between 24 and 27. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "5724": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5725": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 63, where the values rapidly increase to a peak (e.g., 2.09) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 63, where the values rapidly increase to a peak (e.g., 2.09) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+        },
+        "5726": {
+            "Thought": "The value 122.0 at index 22 is a sudden and extreme spike compared to the surrounding values, which generally range between 14.0 and 63.0. This spike disrupts the sequence temporarily before returning to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 122.0 at index 22 is a sudden and extreme spike compared to the surrounding values, which generally range between 14.0 and 63.0. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+        },
+        "5727": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.5) followed by a sharp drop (-0.48 to -1.38), which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.5, followed by a gradual decline, which suggests a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable one and back, indicating a Pattern Change Anomaly. Given the healthcare-E",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.5) followed by a sharp drop (-0.48 to -1.38), which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.5, followed by a gradual decline, which suggests a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable one and back, indicating a Pattern Change Anomaly. Given the healthcare-E"
+        },
+        "5728": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 37 and 0.26 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 37 and 0.26 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+        },
+        "5729": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5730": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at the end, with values jumping from the normal range (around 30-35) to 51.0, 55.5, and 59.53. This abrupt and significant deviation from the preceding pattern indicates a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at the end, with values jumping from the normal range (around 30-35) to 51.0, 55.5, and 59.53. This abrupt and significant deviation from the preceding pattern indicates a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5731": {
+            "Thought": "The sequence contains isolated high values (e.g., 1.0, 2.0, 3.0) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains isolated high values (e.g., 1.0, 2.0, 3.0) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.\nActionID: 8"
+        },
+        "5732": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a drastic drop to -1.2 and -1.56. These abrupt changes disrupt the normal pattern and indicate significant deviations in the sequence. Additionally, the sequence transitions back to a more stable pattern after these anomalies. This behavior is characteristic of sudden spikes and drops in the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a drastic drop to -1.2 and -1.56. These abrupt changes disrupt the normal pattern and indicate significant deviations in the sequence. Additionally, the sequence transitions back to a more stable pattern after these anomalies. This behavior is characteristic of sudden spikes and drops in the data.\nActionID: 12"
+        },
+        "5733": {
+            "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.22). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.22). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+        },
+        "5734": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 33. This is indicative of a Sudden Spike Anomaly. Additionally, at index 41, there is an extreme spike (0.52) followed by a sharp drop (-0.48 and -0.74), which further disrupts the sequence. The sequence then stabilizes but later shows another sharp increase in amplitude around index 115, followed by a return to smaller fluctuations. These patterns suggest a combination of Sudden Spi",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 33. This is indicative of a Sudden Spike Anomaly. Additionally, at index 41, there is an extreme spike (0.52) followed by a sharp drop (-0.48 and -0.74), which further disrupts the sequence. The sequence then stabilizes but later shows another sharp increase in amplitude around index 115, followed by a return to smaller fluctuations. These patterns suggest a combination of Sudden Spi"
+        },
+        "5735": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Non"
+        },
+        "5736": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5737": {
+            "Thought": "The sequence exhibits multiple sudden spikes, such as at index 11 (48.384), index 12 (48.384), index 13 (48.384), and index 14 (48.384), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple sudden spikes, such as at index 11 (48.384), index 12 (48.384), index 13 (48.384), and index 14 (48.384), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "5738": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (20.0) appear at indices 17 and 23, disrupting the otherwise consistent pattern. These spikes are sporadic and do not follow the normal behavior of the sequence.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (20.0) appear at indices 17 and 23, disrupting the otherwise consistent pattern. These spikes are sporadic and do not follow the normal behavior of the sequence.\nActionID: 8"
+        },
+        "5739": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the statistical properties of the sequence, likely due to a change point anomaly. Additionally, the later part of the sequence (from index 50 onward) shows a nonlinear growth pattern, deviating from the earlier trend. This suggests a combination of change point and nonlinear pattern anomalies.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the statistical properties of the sequence, likely due to a change point anomaly. Additionally, the later part of the sequence (from index 50 onward) shows a nonlinear growth pattern, deviating from the earlier trend. This suggests a combination of change point and nonlinear pattern anomalies.\nActionID: 4"
+        },
+        "5740": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "5741": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5742": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden extreme deviations (e.g., -125.0, -209.0, -233.0) and abrupt shifts in the statistical properties of the sequence. These deviations disrupt the overall pattern and indicate a significant change in the statistical distribution of the data. This suggests a Distributional Change Anomaly.",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden extreme deviations (e.g., -125.0, -209.0, -233.0) and abrupt shifts in the statistical properties of the sequence. These deviations disrupt the overall pattern and indicate a significant change in the statistical distribution of the data. This suggests a Distributional Change Anomaly.\nActionID: 5"
+        },
+        "5743": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5744": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5745": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.\nActionID: 3"
+        },
+        "5746": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5747": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.34), followed by a gradual recovery. Later, there is a significant upward drift in values (e.g., 0.1 to 2.11), which deviates from the earlier range. Additionally, the sequence shows nonlinear fluctuations and irregular patterns, particularly in the later part of the series, where the values deviate from the expected ECG pattern. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.34), followed by a gradual recovery. Later, there is a significant upward drift in values (e.g., 0.1 to 2.11), which deviates from the earlier range. Additionally, the sequence shows nonlinear fluctuations and irregular patterns, particularly in the later part of the series, where the values deviate from the expected ECG pattern. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant"
+        },
+        "5748": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.14, -0.16). This is indicative of a Sudden Spike Anomaly. Additionally, at index 39, there is a significant outlier (-0.52) followed by a recovery, which is another Sudden Spike Anomaly. Later, starting at index 96, there is a gradual upward drift in values, peaking at 0.26, followed by a downward dr",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.14, -0.16). This is indicative of a Sudden Spike Anomaly. Additionally, at index 39, there is a significant outlier (-0.52) followed by a recovery, which is another Sudden Spike Anomaly. Later, starting at index 96, there is a gradual upward drift in values, peaking at 0.26, followed by a downward dr"
+        },
+        "5749": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 56, there is a sudden and significant increase in values, with peaks reaching as high as 7.0. This abrupt change in the statistical properties, including the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 56, there is a sudden and significant increase in values, with peaks reaching as high as 7.0. This abrupt change in the statistical properties, including the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "5750": {
+            "Thought": "The value 1.9 at index 52 significantly deviates from the surrounding data points, which mostly range between 0.6 and 0.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 1.9 at index 52 significantly deviates from the surrounding data points, which mostly range between 0.6 and 0.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "5751": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 84 (value 0.28) and a sharp drop at index 85 (value -1.28). This is followed by a recovery and a nonlinear pattern of growth and fluctuation. The sequence also shows irregular fluctuations and deviations from the expected ECG pattern, indicating a combination of drift, sudden spike, and nonlinear pattern anomalies. The most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 84 (value 0.28) and a sharp drop at index 85 (value -1.28). This is followed by a recovery and a nonlinear pattern of growth and fluctuation. The sequence also shows irregular fluctuations and deviations from the expected ECG pattern, indicating a combination of drift, sudden spike, and nonlinear pattern anomalies. The most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly.\nActionID: 12"
+        },
+        "5752": {
+            "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 51, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 51, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "5753": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.84, 1.0, 1.28, 1.48, 1.68, 1.96,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.84, 1.0, 1.28, 1.48, 1.68, 1.96,"
+        },
+        "5754": {
+            "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.\nActionID: 0"
+        },
+        "5755": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.06 to 0.08), but starting at index 40, there is a sudden and significant increase in values, peaking at 0.24. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.06 to 0.08), but starting at index 40, there is a sudden and significant increase in values, peaking at 0.24. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5756": {
+            "Thought": "The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "5757": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.21), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear increase in values (e.g., 0.6 to 2.84) followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrhythmias. The most",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.21), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear increase in values (e.g., 0.6 to 2.84) followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrhythmias. The most"
+        },
+        "5758": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5759": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5760": {
+            "Thought": "The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 2.0 at index 1, 3.0 at index 11, and 4.0 at index 23) and irregular fluctuations, disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 2.0 at index 1, 3.0 at index 11, and 4.0 at index 23) and irregular fluctuations, disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.\nActionID: 8"
+        },
+        "5761": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 26 (-1.38) and index 27 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 91, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 26 (-1.38) and index 27 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 91, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nActionID: 12"
+        },
+        "5762": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5763": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 26, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 26, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "5764": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5765": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5766": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Cont",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Cont"
+        },
+        "5767": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "5768": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5769": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+        },
+        "5770": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5771": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+        },
+        "5772": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5773": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28) followed by a sharp drop (-0.44 and -0.71), which disrupts the normal fluctuation pattern. Additionally, there is a significant nonlinear growth pattern starting around index 75, where the values increase rapidly (e.g., 0.7, 1.0, 1.37, 1.69, 1.96, 2.11) before returning to a more stable range. This indicates a combination of sudden spikes and nonlinear pattern anomalies.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28) followed by a sharp drop (-0.44 and -0.71), which disrupts the normal fluctuation pattern. Additionally, there is a significant nonlinear growth pattern starting around index 75, where the values increase rapidly (e.g., 0.7, 1.0, 1.37, 1.69, 1.96, 2.11) before returning to a more stable range. This indicates a combination of sudden spikes and nonlinear pattern anomalies.\nActionID: 14"
+        },
+        "5774": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 12.0 and ending at 0.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 12.0 and ending at 0.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "5775": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+        },
+        "5776": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5777": {
+            "Thought": "The time series initially fluctuates within a relatively stable range, but starting around index 33, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels. This indicates a gradual deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates within a relatively stable range, but starting around index 33, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels. This indicates a gradual deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5778": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant nonlinear increase, peaking at index 43, and then a sharp decline. Later, starting at index 91, there is a gradual upward drift, followed by a nonlinear increase and a peak at index 97. Finally, the sequence transitions into a downward trend with a nonlinear pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant nonlinear increase, peaking at index 43, and then a sharp decline. Later, starting at index 91, there is a gradual upward drift, followed by a nonlinear increase and a peak at index 97. Finally, the sequence transitions into a downward trend with a nonlinear pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly,"
+        },
+        "5779": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Subsequently, there is a sharp increase in values starting at index 24, peaking at index 29 (value 5.0), and then returning to a lower range. This indicates a combination of a Drift Anomaly and a Sudden Spike Anomaly. Additionally, the overall pattern of the sequence changes significantly, suggesting a Pattern Change Anomaly. Given the machine-system domain, these anomalies could indicate system instability or malfunction.",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Subsequently, there is a sharp increase in values starting at index 24, peaking at index 29 (value 5.0), and then returning to a lower range. This indicates a combination of a Drift Anomaly and a Sudden Spike Anomaly. Additionally, the overall pattern of the sequence changes significantly, suggesting a Pattern Change Anomaly. Given the machine-system domain, these anomalies could indicate system instability or malfunction.\nActionID: 7"
+        },
+        "5780": {
+            "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+        },
+        "5781": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0) and a subsequent sharp increase in values. This is followed by a nonlinear growth pattern starting around index 35, where the values increase exponentially. The sequence then stabilizes and fluctuates around a higher range. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent stabilization.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0) and a subsequent sharp increase in values. This is followed by a nonlinear growth pattern starting around index 35, where the values increase exponentially. The sequence then stabilizes and fluctuates around a higher range. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent stabilization.\nActionID: 14"
+        },
+        "5782": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "5783": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "5784": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5785": {
+            "Thought": "The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 16, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 16, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5786": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+        },
+        "5787": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5788": {
+            "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+            "ActionID": 6,
+            "Action": "Amplitude Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+        },
+        "5789": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5790": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+        },
+        "5791": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34, -1.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34, -1.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "5792": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5793": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 80-83, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.11. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 80-83, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.11. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+        },
+        "5794": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+        },
+        "5795": {
+            "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.38, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. This behavior is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.38, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5796": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5797": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.42) starting around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.42) starting around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "5798": {
+            "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -125.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -2000. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -125.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5799": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.46, 0.5, 0.62, 0.72, 0.84, 0.92, 1.08, 1.28, 1.44,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.46, 0.5, 0.62, 0.72, 0.84, 0.92, 1.08, 1.28, 1.44,"
+        },
+        "5800": {
+            "Thought": "The sequence contains isolated high values (e.g., 1.0, 2.0, 3.0) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or periodic pattern, making them sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence contains isolated high values (e.g., 1.0, 2.0, 3.0) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or periodic pattern, making them sporadic anomalies.\nActionID: 8"
+        },
+        "5801": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 29, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 29, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5802": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 6.0 to 6.5), but starting at index 33, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 5.0 to 5.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 6.0 to 6.5), but starting at index 33, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 5.0 to 5.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.\nActionID: 4"
+        },
+        "5803": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5804": {
+            "Thought": "The sequence exhibits a sudden spike at index 19 (value 0.24) and index 20 (value 0.26), which are significantly higher than the surrounding values that generally range between 0.02 and 0.1. These spikes disrupt the normal fluctuation pattern temporarily before returning to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden spike at index 19 (value 0.24) and index 20 (value 0.26), which are significantly higher than the surrounding values that generally range between 0.02 and 0.1. These spikes disrupt the normal fluctuation pattern temporarily before returning to the normal range.\nActionID: 12"
+        },
+        "5805": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5806": {
+            "Thought": "The value 50.2 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "5807": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 14, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.28 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.08, followed by a gradual decline, which suggests a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, with transitions between different fluctuation patterns, indicating a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 14, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.28 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.08, followed by a gradual decline, which suggests a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, with transitions between different fluctuation patterns, indicating a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular"
+        },
+        "5808": {
+            "Thought": "The time series starts with a segment of repeated values (12.36) from index 3 to 7, which disrupts the normal fluctuation pattern. This is followed by a gradual decline in values, indicating a potential drift or change in the statistical properties of the sequence. The repeated values at the beginning are a clear anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series starts with a segment of repeated values (12.36) from index 3 to 7, which disrupts the normal fluctuation pattern. This is followed by a gradual decline in values, indicating a potential drift or change in the statistical properties of the sequence. The repeated values at the beginning are a clear anomaly.\nActionID: 9"
+        },
+        "5809": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly followed by a",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly followed by a"
+        },
+        "5810": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 112, which deviates from the earlier trend, indicating a Nonlinear",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 112, which deviates from the earlier trend, indicating a Nonlinear"
+        },
+        "5811": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 74 (0.28) and the sharp drop at index 75 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 74 (0.28) and the sharp drop at index 75 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5812": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+        },
+        "5813": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (0.211) and index 12 (0.188), deviating sharply from the surrounding values, which are generally in the range of 0.24 to 0.27. This indicates a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (0.211) and index 12 (0.188), deviating sharply from the surrounding values, which are generally in the range of 0.24 to 0.27. This indicates a sudden spike anomaly.\nActionID: 12"
+        },
+        "5814": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors"
+        },
+        "5815": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme spike (0.26, 0.61) followed by a sharp drop (-0.49, -1.12). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme spike (0.26, 0.61) followed by a sharp drop (-0.49, -1.12). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event.\nActionID: 12"
+        },
+        "5816": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 27 (value 153.01), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 (value 153.01), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+        },
+        "5817": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the segment around index 20-30 where the amplitude decreases significantly compared to the earlier part of the sequence. This disruption in the periodic pattern indicates a deviation from the expected behavior.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the segment around index 20-30 where the amplitude decreases significantly compared to the earlier part of the sequence. This disruption in the periodic pattern indicates a deviation from the expected behavior.\nActionID: 2"
+        },
+        "5818": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5819": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5820": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily increase, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the system's behavior.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily increase, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the system's behavior.\nActionID: 11"
+        },
+        "5821": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1000.0) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1000.0) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "5822": {
+            "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5823": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+        },
+        "5824": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 135.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 135.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5825": {
+            "Thought": "The time series initially fluctuates around a stable range, but starting from index 26, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 26, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5826": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5827": {
+            "Thought": "The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The sequence appears to follow a consistent trend with minor variations, which are typical for environmental sensor data. There is no clear evidence of anomalies such as spikes, flatlines, or distributional changes.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The sequence appears to follow a consistent trend with minor variations, which are typical for environmental sensor data. There is no clear evidence of anomalies such as spikes, flatlines, or distributional changes.\nActionID: 0"
+        },
+        "5828": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "5829": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "5830": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.5, 2.32, 2.56, 2.92), followed by a gradual downward drift (e.g., -0.22 to -1.08), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.5, 2.32, 2.56, 2.92), followed by a gradual downward drift (e.g., -0.22 to -1.08), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns"
+        },
+        "5831": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.44) and index 9 (-1.48), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 74 (1.01) and peaking at index 77 (2.51), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.44) and index 9 (-1.48), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 74 (1.01) and peaking at index 77 (2.51), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.\nActionID: 14"
+        },
+        "5832": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5833": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.31, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.31, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+        },
+        "5834": {
+            "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 20, there is a significant and abrupt drop in values, reaching as low as 23. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying behavior of the system. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 20, there is a significant and abrupt drop in values, reaching as low as 23. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying behavior of the system. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "5835": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5836": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5837": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "5838": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of ECG anomalies.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of ECG anomalies.\nActionID: 14"
+        },
+        "5839": {
+            "Thought": "The sequence exhibits a sudden drop to 0.0 at index 10, which is an abrupt and significant deviation from the surrounding values. This flatline behavior disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline is the most prominent anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden drop to 0.0 at index 10, which is an abrupt and significant deviation from the surrounding values. This flatline behavior disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline is the most prominent anomaly.\nActionID: 10"
+        },
+        "5840": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5841": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "5842": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5843": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "5844": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.28). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a nonlinear increase, deviating from the original pattern, indicating a Nonlinear Pattern Anomaly. The overall sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant dis",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.28). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a nonlinear increase, deviating from the original pattern, indicating a Nonlinear Pattern Anomaly. The overall sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant dis"
+        },
+        "5845": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.5), followed by a gradual recovery. Later, there is a nonlinear pattern of exponential growth (e.g., 0.2 to 2.54) and subsequent decay. Additionally, the sequence shows a drift in the negative direction (e.g., -0.2 to -1.52) and a sudden flatline near the end (e.g., 0.0 to 0.0). These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.5), followed by a gradual recovery. Later, there is a nonlinear pattern of exponential growth (e.g., 0.2 to 2.54) and subsequent decay. Additionally, the sequence shows a drift in the negative direction (e.g., -0.2 to -1.52) and a sudden flatline near the end (e.g., 0.0 to 0.0). These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear"
+        },
+        "5846": {
+            "Thought": "The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 23 and 24) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomaly is the sudden flatline at index 17.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 23 and 24) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomaly is the sudden flatline at index 17.\nActionID: 10"
+        },
+        "5847": {
+            "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (AIOps-Amazon_CloudWatch).",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (AIOps-Amazon_CloudWatch).\nActionID: 0"
+        },
+        "5848": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 10.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a highly irregular pattern with large fluctuations, including a sharp drop at index 33 (value -10.0) and subsequent recovery. This indicates a combination of a Sudden Spike Anomaly and a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike at index 29.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 10.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a highly irregular pattern with large fluctuations, including a sharp drop at index 33 (value -10.0) and subsequent recovery. This indicates a combination of a Sudden Spike Anomaly and a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike at index 29.\nActionID: 12"
+        },
+        "5849": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.\nActionID: 8"
+        },
+        "5850": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "5851": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "5852": {
+            "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the segment around index 20-30 where the amplitude decreases significantly and the pattern becomes irregular. This indicates a disruption in the original periodic pattern.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the segment around index 20-30 where the amplitude decreases significantly and the pattern becomes irregular. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+        },
+        "5853": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.02, -1.42), which disrupts the sequence. This indicates a combination of sudden spikes and a flatline anomaly, but the most prominent feature is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.02, -1.42), which disrupts the sequence. This indicates a combination of sudden spikes and a flatline anomaly, but the most prominent feature is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5854": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. At index 57, there is a significant spike (0.22, 0.46) followed by a sharp drop (-0.24, -0.58), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.21, 0.24,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. At index 57, there is a significant spike (0.22, 0.46) followed by a sharp drop (-0.24, -0.58), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.21, 0.24,"
+        },
+        "5855": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and consistently decreasing over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and consistently decreasing over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5856": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.21. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.21. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+        },
+        "5857": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "5858": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around indices 90-93, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around indices 90-93, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5859": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 34, there is a sudden and extreme drop to -1.29, followed by a further drop to -1.59, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 90, there is a gradual and consistent upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 90-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 34, there is a sudden and extreme drop to -1.29, followed by a further drop to -1.59, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 90, there is a gradual and consistent upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 90-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern."
+        },
+        "5860": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5861": {
+            "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+        },
+        "5862": {
+            "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.236 at index 27) and abrupt changes in amplitude, deviating significantly from the surrounding values. These spikes disrupt the normal fluctuation pattern and are not consistent with the overall trend. Additionally, the sequence shows no consistent periodicity or trend, and the spikes are isolated events. This suggests the presence of sudden and temporary disruptions.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.236 at index 27) and abrupt changes in amplitude, deviating significantly from the surrounding values. These spikes disrupt the normal fluctuation pattern and are not consistent with the overall trend. Additionally, the sequence shows no consistent periodicity or trend, and the spikes are isolated events. This suggests the presence of sudden and temporary disruptions.\nActionID: 12"
+        },
+        "5863": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "5864": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5865": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5866": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift downward in values, followed by a sudden flatline of repeated values (0.04) from index 20 to 23. Afterward, the sequence resumes fluctuating but shows irregular patterns with sudden spikes and drops, such as the sharp drop to 0.03 at index 39 and the spike to 0.11 at index 40. These disruptions indicate a combination of drift, repeated value anomalies, and sudden spikes. However, the most prominent anomaly is the sudden flatline of repeated values, which disrupts the sequence significantly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift downward in values, followed by a sudden flatline of repeated values (0.04) from index 20 to 23. Afterward, the sequence resumes fluctuating but shows irregular patterns with sudden spikes and drops, such as the sharp drop to 0.03 at index 39 and the spike to 0.11 at index 40. These disruptions indicate a combination of drift, repeated value anomalies, and sudden spikes. However, the most prominent anomaly is the sudden flatline of repeated values, which disrupts the sequence significantly.\nActionID: 1"
+        },
+        "5867": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 27, reaching a peak at index 31. Afterward, the sequence transitions into a steep decline, with values dropping significantly and stabilizing at a lower range. This indicates a sudden and significant change in the long-term trend of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 27, reaching a peak at index 31. Afterward, the sequence transitions into a steep decline, with values dropping significantly and stabilizing at a lower range. This indicates a sudden and significant change in the long-term trend of the sequence.\nActionID: 3"
+        },
+        "5868": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 49 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 49.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 49 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 49.\nActionID: 12"
+        },
+        "5869": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence transitions into a grad",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence transitions into a grad"
+        },
+        "5870": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows normal fluctuations, but starting around index 26, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. Around index 41, there is a significant spike in values, followed by a return to a lower range. Additionally, the sequence shows a nonlinear growth pattern toward the end, deviating from the earlier trend. These characteristics suggest a combination of Sudden Spike Anomaly, Change Point Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern toward the end.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows normal fluctuations, but starting around index 26, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. Around index 41, there is a significant spike in values, followed by a return to a lower range. Additionally, the sequence shows a nonlinear growth pattern toward the end, deviating from the earlier trend. These characteristics suggest a combination of Sudden Spike Anomaly, Change Point Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern toward the end.\nActionID: 14"
+        },
+        "5871": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5872": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "5873": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5874": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a nonlinear pattern that deviates from a linear trend. This indicates a significant deviation from the original linear or smooth pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a nonlinear pattern that deviates from a linear trend. This indicates a significant deviation from the original linear or smooth pattern.\nActionID: 14"
+        },
+        "5875": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.04, 1.28, 1.48, 1.68) starting around index 100, which deviates from the",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.04, 1.28, 1.48, 1.68) starting around index 100, which deviates from the"
+        },
+        "5876": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.12, 0.15, 0.18, 0.22, 0.24, 0.27, 0.31, 0.34, 0",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.12, 0.15, 0.18, 0.22, 0.24, 0.27, 0.31, 0.34, 0"
+        },
+        "5877": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "5878": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1.0) and index 11 (-1.1), deviating sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1.0) and index 11 (-1.1), deviating sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5879": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.38, 1.52, 1.72, 1.96) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.38, 1.52, 1.72, 1.96) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "5880": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5881": {
+            "Thought": "The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sparsely throughout the time series.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sparsely throughout the time series.\nActionID: 8"
+        },
+        "5882": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.76) and peaking at index 81 (2.11), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.76) and peaking at index 81 (2.11), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.\nActionID: 14"
+        },
+        "5883": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12818.39) from index 22 to 24, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12818.39) from index 22 to 24, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+        },
+        "5884": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "5885": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5886": {
+            "Thought": "The value 50.2 at index 42 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 33-36. This isolated spike disrupts the normal pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.2 at index 42 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 33-36. This isolated spike disrupts the normal pattern of the sequence.\nActionID: 1"
+        },
+        "5887": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "5888": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5889": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 4 (12993.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 4 (12993.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+        },
+        "5890": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5891": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5892": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+        },
+        "5893": {
+            "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+        },
+        "5894": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5895": {
+            "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+        },
+        "5896": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 13 (value 40.91), which deviates sharply from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 13 (value 40.91), which deviates sharply from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5897": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "5898": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 56 to 70), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 56 to 70), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "5899": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5900": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+        },
+        "5901": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5902": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.7 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.7 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+        },
+        "5903": {
+            "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 52, disrupting the normal fluctuations observed earlier in the time series. This abrupt change indicates a loss of variability in the sensor readings.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 52, disrupting the normal fluctuations observed earlier in the time series. This abrupt change indicates a loss of variability in the sensor readings.\nActionID: 10"
+        },
+        "5904": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.\nActionID: 4"
+        },
+        "5905": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1995.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1995.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5906": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+        },
+        "5907": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+        },
+        "5908": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5909": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 41, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 41, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5910": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.32, 1.52) starting around index 96, which deviates from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.32, 1.52) starting around index 96, which deviates from the earlier trend, indicating a Non"
+        },
+        "5911": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.\nActionID: 11"
+        },
+        "5912": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5913": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the overall behavior of the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the overall behavior of the sequence.\nActionID: 14"
+        },
+        "5914": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-utilization data, and no significant anomalies are detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-utilization data, and no significant anomalies are detected.\nActionID: 0"
+        },
+        "5915": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.08, 1.38, 1.58, 1.76,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.08, 1.38, 1.58, 1.76,"
+        },
+        "5916": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5917": {
+            "Thought": "The sequence exhibits a sudden flatline at index 10 with a value of 10.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different statistical distribution, indicating a potential change in the system's behavior.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 10 with a value of 10.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different statistical distribution, indicating a potential change in the system's behavior.\nActionID: 10"
+        },
+        "5918": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 20, there is a sharp upward trend followed by a peak and subsequent decline. This behavior suggests a nonlinear pattern that breaks the original linear rule. Additionally, the sequence shows irregular fluctuations and deviations from the expected pattern, which is characteristic of a nonlinear anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 20, there is a sharp upward trend followed by a peak and subsequent decline. This behavior suggests a nonlinear pattern that breaks the original linear rule. Additionally, the sequence shows irregular fluctuations and deviations from the expected pattern, which is characteristic of a nonlinear anomaly.\nActionID: 14"
+        },
+        "5919": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop and irregular fluctuations. Around index 49, there is a significant spike (0.62) followed by a sharp drop (-0.44, -0.78), indicating sudden spikes and drops. Later, starting at index 100, there is a nonlinear growth pattern (e.g., 0.99, 1.62, 2.",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop and irregular fluctuations. Around index 49, there is a significant spike (0.62) followed by a sharp drop (-0.44, -0.78), indicating sudden spikes and drops. Later, starting at index 100, there is a nonlinear growth pattern (e.g., 0.99, 1.62, 2.",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5920": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.4, 4.21) starting around index 115, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.4, 4.21) starting around index 115, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG"
+        },
+        "5921": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.01) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.01) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+        },
+        "5922": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+        },
+        "5923": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 0.88, 1.0, 1.18, 1.36, 1.52,",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 0.88, 1.0, 1.18, 1.36, 1.52,"
+        },
+        "5924": {
+            "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.21 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 86 to 93 shows a significant upward drift, peaking at 2.02, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable one, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain, these anom",
+            "ActionID": 7,
+            "Action": "Pattern Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.21 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 86 to 93 shows a significant upward drift, peaking at 2.02, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable one, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain, these anom"
+        },
+        "5925": {
+            "Thought": "The sequence exhibits a sudden and significant spike at index 13 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 13 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5926": {
+            "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+            "ActionID": 3,
+            "Action": "Trend Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+        },
+        "5927": {
+            "Thought": "The time series exhibits a repeating pattern where the values oscillate between a positive range (e.g., 0.12 to 0.16) and a negative range (e.g., -0.04 to -0.1). However, there are segments where the oscillation becomes irregular, such as the transition from -0.04 to 0.12 and back to -0.04, disrupting the expected periodic behavior. This indicates a disruption in the periodic pattern.",
+            "ActionID": 2,
+            "Action": "Periodic Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a repeating pattern where the values oscillate between a positive range (e.g., 0.12 to 0.16) and a negative range (e.g., -0.04 to -0.1). However, there are segments where the oscillation becomes irregular, such as the transition from -0.04 to 0.12 and back to -0.04, disrupting the expected periodic behavior. This indicates a disruption in the periodic pattern.\nActionID: 2"
+        },
+        "5928": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "5929": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+        },
+        "5930": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5931": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0), which disrupts the sequence. Subsequently, there is a nonlinear growth pattern starting at index 46, where the values increase exponentially, deviating from the previous trend. This is followed by a return to a fluctuating pattern with a sudden drop at index 59 (value -0.25). The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0), which disrupts the sequence. Subsequently, there is a nonlinear growth pattern starting at index 46, where the values increase exponentially, deviating from the previous trend. This is followed by a return to a fluctuating pattern with a sudden drop at index 59 (value -0.25). The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies.\nActionID: 14"
+        },
+        "5932": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 55, there is a significant spike (0.52) followed by a sharp drop (-0.42, -0.68), which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies. The sequence then returns to a more stable pattern, but the earlier disru",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 55, there is a significant spike (0.52) followed by a sharp drop (-0.42, -0.68), which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies. The sequence then returns to a more stable pattern, but the earlier disru",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5933": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0",
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5934": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.\nActionID: 14"
+        },
+        "5935": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5936": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "5937": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5938": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5939": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5940": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the sequence does not return to its original range and continues to drift lower. This behavior is characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the sequence does not return to its original range and continues to drift lower. This behavior is characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "5941": {
+            "Thought": "The time series exhibits a nonlinear pattern with a sudden and significant deviation from the expected trend. Initially, the values fluctuate around a negative range, but starting at index 16, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from any linear or consistent pattern, indicating a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with a sudden and significant deviation from the expected trend. Initially, the values fluctuate around a negative range, but starting at index 16, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from any linear or consistent pattern, indicating a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "5942": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5943": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.09) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.09) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+        },
+        "5944": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 100",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 100"
+        },
+        "5945": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.61) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.61) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+        },
+        "5946": {
+            "Thought": "The time series shows a gradual downward drift in values, starting from around 10.08 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.08 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "5947": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+        },
+        "5948": {
+            "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 39, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 39, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.\nActionID: 10"
+        },
+        "5949": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "5950": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5951": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+            "ActionID": 5,
+            "Action": "Distributional Change Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+        },
+        "5952": {
+            "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "5953": {
+            "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value (-1455.38) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value (-1455.38) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5954": {
+            "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.25, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.25, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.\nActionID: 4"
+        },
+        "5955": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "5956": {
+            "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of signal or sensor failure, which is characteristic of a sudden flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of signal or sensor failure, which is characteristic of a sudden flatline anomaly.\nActionID: 10"
+        },
+        "5957": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 0.27) and a significant drop at index 30 (value -0.24). This is followed by a sharp increase in values starting at index 31, indicating a nonlinear growth pattern. Additionally, there are repeated values (e.g., 0.27 and 0.26) disrupting the normal fluctuation pattern. The sequence also shows a sudden flatline at index 33 (value 0.0). These combined behaviors suggest a complex anomaly involving nonlinear growth, repeated values, and sudden",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 0.27) and a significant drop at index 30 (value -0.24). This is followed by a sharp increase in values starting at index 31, indicating a nonlinear growth pattern. Additionally, there are repeated values (e.g., 0.27 and 0.26) disrupting the normal fluctuation pattern. The sequence also shows a sudden flatline at index 33 (value 0.0). These combined behaviors suggest a complex anomaly involving nonlinear growth, repeated values, and sudden",
+            "ParseError": "unrecognized_action_id"
+        },
+        "5958": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "5959": {
+            "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+        },
+        "5960": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5961": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 90, which deviates from the earlier",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 90, which deviates from the earlier"
+        },
+        "5962": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+        },
+        "5963": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "5964": {
+            "Thought": "The time series exhibits a sudden and significant deviation in amplitude at index 86, where the value spikes to 0.68, followed by a sharp drop to -0.38 and -0.68. This behavior is inconsistent with the surrounding pattern, which generally fluctuates within a smaller range. The spike and subsequent drop are indicative of a sudden disruption in the sequence, likely caused by an anomaly in the ECG signal. This is characteristic of a Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at index 86, where the value spikes to 0.68, followed by a sharp drop to -0.38 and -0.68. This behavior is inconsistent with the surrounding pattern, which generally fluctuates within a smaller range. The spike and subsequent drop are indicative of a sudden disruption in the sequence, likely caused by an anomaly in the ECG signal. This is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "5965": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently increase over time, deviating from the original level, which is indicative of a drift anomaly. This behavior is consistent with machine-system domains where gradual degradation or drift in performance can occur.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently increase over time, deviating from the original level, which is indicative of a drift anomaly. This behavior is consistent with machine-system domains where gradual degradation or drift in performance can occur.\nActionID: 11"
+        },
+        "5966": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern is smooth and consistent, with no significant deviations, disruptions, or irregularities. This indicates a normal utilization pattern in the IoT domain.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern is smooth and consistent, with no significant deviations, disruptions, or irregularities. This indicates a normal utilization pattern in the IoT domain.\nActionID: 0"
+        },
+        "5967": {
+            "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5968": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5969": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1232.35 to -1451.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1232.35 to -1451.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+        },
+        "5970": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5971": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 16 (value 1555.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 16 (value 1555.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+        },
+        "5972": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e."
+        },
+        "5973": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5974": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable upward drift in the values. This gradual increase continues, with the sequence deviating from the earlier stable range and showing a consistent upward trend. This indicates a gradual drift away from the normal level.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable upward drift in the values. This gradual increase continues, with the sequence deviating from the earlier stable range and showing a consistent upward trend. This indicates a gradual drift away from the normal level.\nActionID: 11"
+        },
+        "5975": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.28 to -0.68). Later, there is a nonlinear pattern with exponential growth (e.g., 0.68 to 3.08) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.28 to -0.68). Later, there is a nonlinear pattern with exponential growth (e.g., 0.68 to 3.08) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+        },
+        "5976": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0"
+        },
+        "5977": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "5978": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "5979": {
+            "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+            "ActionID": 8,
+            "Action": "Sparse Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+        },
+        "5980": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 51, there is a significant spike (0.62) followed by a sharp drop (-0.48 and -1.11), indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 60 to 80) and then a downward drift (e.g., from index 90 to 100), suggesting a drift anomaly. The presence of",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 51, there is a significant spike (0.62) followed by a sharp drop (-0.48 and -1.11), indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 60 to 80) and then a downward drift (e.g., from index 90 to 100), suggesting a drift anomaly. The presence of"
+        },
+        "5981": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a Drift Anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a Drift Anomaly.\nActionID: 11"
+        },
+        "5982": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 26 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 26 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+        },
+        "5983": {
+            "Thought": "The time series exhibits a sudden and significant deviation in amplitude starting at index 68, where the values rapidly increase to a peak of 2.58 and then return to a lower range. This spike disrupts the otherwise stable fluctuations observed in the earlier part of the sequence. Such behavior is characteristic of a sudden spike anomaly, which is often observed in ECG data due to transient events like noise or physiological irregularities.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude starting at index 68, where the values rapidly increase to a peak of 2.58 and then return to a lower range. This spike disrupts the otherwise stable fluctuations observed in the earlier part of the sequence. Such behavior is characteristic of a sudden spike anomaly, which is often observed in ECG data due to transient events like noise or physiological irregularities.\nActionID: 12"
+        },
+        "5984": {
+            "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "5985": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+        },
+        "5986": {
+            "Thought": "The sequence initially exhibits a stable pattern with minor fluctuations around 0.04, but starting at index 16, there is a sudden increase in values, peaking at 0.14, followed by a return to the original range. This indicates a temporary disruption in the sequence caused by a sudden spike.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with minor fluctuations around 0.04, but starting at index 16, there is a sudden increase in values, peaking at 0.14, followed by a return to the original range. This indicates a temporary disruption in the sequence caused by a sudden spike.\nActionID: 12"
+        },
+        "5987": {
+            "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "5988": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values remain consistent with expected sensor readings, and no anomalies such as spikes, flatlines, or distributional changes are observed. This sequence appears to follow a normal environmental sensor behavior.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values remain consistent with expected sensor readings, and no anomalies such as spikes, flatlines, or distributional changes are observed. This sequence appears to follow a normal environmental sensor behavior.\nActionID: 0"
+        },
+        "5989": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "5990": {
+            "Thought": "The sequence exhibits a prolonged flatline of zeros with intermittent zeros (e.g., 0.0, 0.0, 0.0, 0.0, 0.0) disrupting the otherwise flat pattern. This indicates a sudden loss of normal fluctuations, which is characteristic of a flatline anomaly.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a prolonged flatline of zeros with intermittent zeros (e.g., 0.0, 0.0, 0.0, 0.0, 0.0) disrupting the otherwise flat pattern. This indicates a sudden loss of normal fluctuations, which is characteristic of a flatline anomaly.\nActionID: 10"
+        },
+        "5991": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 90, which deviates from the earlier trend, indicating a Non",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 90, which deviates from the earlier trend, indicating a Non"
+        },
+        "5992": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "5993": {
+            "Thought": "The time series exhibits a gradual downward drift in values, starting from around 1.0 and consistently decreasing over time. This indicates a deviation from the normal level of fluctuation, suggesting a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 1.0 and consistently decreasing over time. This indicates a deviation from the normal level of fluctuation, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "5994": {
+            "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+        },
+        "5995": {
+            "Thought": "The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "5996": {
+            "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.68, -1.04, -1.02), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate drastically and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.68, -1.04, -1.02), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate drastically and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+        },
+        "5997": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "5998": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "5999": {
+            "Thought": "The value 4.0 at index 22 significantly deviates from the surrounding data points, which mostly range between 2.5 and 3.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 4.0 at index 22 significantly deviates from the surrounding data points, which mostly range between 2.5 and 3.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "6000": {
+            "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+        },
+        "6001": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "6002": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+        },
+        "6003": {
+            "Thought": "The sequence exhibits intermittent repeated values (e.g., 38.333, 38.3333, 38.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 38.333, 38.3333, 38.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+        },
+        "6004": {
+            "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+        },
+        "6005": {
+            "Thought": "The value 50.0 at index 10 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The value 50.0 at index 10 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+        },
+        "6006": {
+            "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+        },
+        "6007": {
+            "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+        },
+        "6008": {
+            "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -1.11 and -1.53. These abrupt changes disrupt the sequence and indicate sudden spikes and drops in the data. Additionally, the sequence later exhibits a nonlinear growth pattern, deviating from the earlier trend. This combination of sudden spikes and nonlinear growth suggests a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -1.11 and -1.53. These abrupt changes disrupt the sequence and indicate sudden spikes and drops in the data. Additionally, the sequence later exhibits a nonlinear growth pattern, deviating from the earlier trend. This combination of sudden spikes and nonlinear growth suggests a complex anomaly pattern.\nActionID: 12"
+        },
+        "6009": {
+            "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+        },
+        "6010": {
+            "Thought": "The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+        },
+        "6011": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "6012": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+        },
+        "6013": {
+            "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 2.0, but starting at index 10, there is a sudden and significant increase in values, peaking at 5.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 2.0, but starting at index 10, there is a sudden and significant increase in values, peaking at 5.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+        },
+        "6014": {
+            "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+        },
+        "6015": {
+            "Thought": "The time series initially exhibits a fluctuating pattern with a gradual downward trend, followed by a sudden and sharp increase in values starting around index 30, reaching a peak at index 33. This is followed by a return to a fluctuating pattern with a different statistical distribution. The abrupt change in the statistical properties, particularly the mean and variance, at index 30 indicates a significant shift in the sequence. This is characteristic of a Change Point Anomaly.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially exhibits a fluctuating pattern with a gradual downward trend, followed by a sudden and sharp increase in values starting around index 30, reaching a peak at index 33. This is followed by a return to a fluctuating pattern with a different statistical distribution. The abrupt change in the statistical properties, particularly the mean and variance, at index 30 indicates a significant shift in the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+        },
+        "6016": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike in values (e.g., 0.12, 0.08, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 63, there is an extreme outlier (-1.48), followed by a recovery and a gradual upward drift. This indicates a combination of sudden spikes, amplitude anomalies, and drift anomalies. The extreme outlier (-1.48) is particularly significant in the context",
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike in values (e.g., 0.12, 0.08, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 63, there is an extreme outlier (-1.48), followed by a recovery and a gradual upward drift. This indicates a combination of sudden spikes, amplitude anomalies, and drift anomalies. The extreme outlier (-1.48) is particularly significant in the context",
+            "ParseError": "unrecognized_action_id"
+        },
+        "6017": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 27 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+        },
+        "6018": {
+            "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+        },
+        "6019": {
+            "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 30, where the values decrease from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.",
+            "ActionID": 4,
+            "Action": "Change Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 30, where the values decrease from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.\nActionID: 4"
+        },
+        "6020": {
+            "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+            "ActionID": 9,
+            "Action": "Repeated Value Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+        },
+        "6021": {
+            "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by a recovery to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.",
+            "ActionID": 10,
+            "Action": "Sudden Flatline Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by a recovery to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.\nActionID: 10"
+        },
+        "6022": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+        },
+        "6023": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "6024": {
+            "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+            "ActionID": 1,
+            "Action": "Point Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+        },
+        "6025": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+        },
+        "6026": {
+            "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+        },
+        "6027": {
+            "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+        },
+        "6028": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.06) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.06) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+        },
+        "6029": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+            "ActionID": 14,
+            "Action": "Nonlinear Pattern Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+        },
+        "6030": {
+            "Thought": "The time series exhibits multiple patterns of anomalies. Initially, there is a gradual downward trend followed by a sudden spike at index 15 (value 10.0), which disrupts the sequence. Afterward, the sequence stabilizes into a fluctuating pattern with no clear periodicity or trend. Toward the end, there is another sudden spike at index 59 (value 10.0) and a subsequent drop to a lower range. These sudden spikes and drops indicate disruptions in the system's behavior.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple patterns of anomalies. Initially, there is a gradual downward trend followed by a sudden spike at index 15 (value 10.0), which disrupts the sequence. Afterward, the sequence stabilizes into a fluctuating pattern with no clear periodicity or trend. Toward the end, there is another sudden spike at index 59 (value 10.0) and a subsequent drop to a lower range. These sudden spikes and drops indicate disruptions in the system's behavior.\nActionID: 12"
+        },
+        "6031": {
+            "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.21 at index 100. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. This behavior is characteristic of Sudden Spike Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.21 at index 100. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. This behavior is characteristic of Sudden Spike Anomaly.\nActionID: 12"
+        },
+        "6032": {
+            "Thought": "The sequence exhibits a sudden and extreme spike at index 24 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 24 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "6033": {
+            "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 13.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 13.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+        },
+        "6034": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "6035": {
+            "Thought": "The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+        },
+        "6036": {
+            "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+        },
+        "6037": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+        },
+        "6038": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 19 (0.28) and index 20 (0.46), followed by a sharp drop at index 21 (-0.38) and index 22 (-1.11). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a nonlinear increase, deviating from the previous pattern, indicating a Nonlinear Pattern Anomaly. The overall sequence also shows a gradual drift in values, particularly in the later part of the series, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomal",
+            "ActionID": 11,
+            "Action": "Drift Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 19 (0.28) and index 20 (0.46), followed by a sharp drop at index 21 (-0.38) and index 22 (-1.11). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a nonlinear increase, deviating from the previous pattern, indicating a Nonlinear Pattern Anomaly. The overall sequence also shows a gradual drift in values, particularly in the later part of the series, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomal"
+        },
+        "6039": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+        },
+        "6040": {
+            "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+            "ActionID": 0,
+            "Action": "Normal Sequence",
+            "Label": 0,
+            "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+        },
+        "6041": {
+            "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+        },
+        "6042": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        },
+        "6043": {
+            "Thought": "The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -0.71 and -0.72 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.46 and 0.56 around index 74-75, and the subsequent return to a more stable pattern. These abrupt changes in the sequence indicate the presence of multiple sudden spikes and drops, which are characteristic of Sudden Spike Anomalies.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -0.71 and -0.72 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.46 and 0.56 around index 74-75, and the subsequent return to a more stable pattern. These abrupt changes in the sequence indicate the presence of multiple sudden spikes and drops, which are characteristic of Sudden Spike Anomalies.\nActionID: 12"
+        },
+        "6044": {
+            "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+            "ActionID": 12,
+            "Action": "Sudden Spike Anomaly",
+            "Label": 1,
+            "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+        }
+    }
+}
\ No newline at end of file
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/TSAD_test_metrics.json b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/TSAD_test_metrics.json
new file mode 100644
index 0000000000000000000000000000000000000000..1204c0e2923c87c6126d63a420cad73147484241
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/TSAD_test_metrics.json
@@ -0,0 +1,16 @@
+{
+    "split": "TSAD_test",
+    "num_dataset_samples": 6034,
+    "num_prediction_samples": 6034,
+    "num_valid_samples": 5980,
+    "num_missing_predictions": 0,
+    "num_invalid_predictions": 54,
+    "type_accuracy": 0.19581939799331102,
+    "type_precision_macro": 0.14972735341824286,
+    "type_recall_macro": 0.2321495128168519,
+    "type_f1_macro": 0.11749066864105973,
+    "binary_accuracy": 0.8377926421404682,
+    "binary_precision_macro": 0.7210006797954495,
+    "binary_recall_macro": 0.7288534724234521,
+    "binary_f1_macro": 0.7247792958267192
+}
\ No newline at end of file
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.rank0.json b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.rank0.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb3bb13070951275783d49a4480abc44262bd1f3
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.rank0.json
@@ -0,0 +1,10539 @@
+{
+    "0": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "4": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "8": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "12": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "16": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregular transitions between positive and negative values, and the amplitude of the peaks and troughs does not follow a consistent pattern. This indicates a disruption in the original periodic pattern.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregular transitions between positive and negative values, and the amplitude of the peaks and troughs does not follow a consistent pattern. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+    },
+    "20": {
+        "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or disruptions that would indicate an anomaly. The sequence remains within expected bounds for a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or disruptions that would indicate an anomaly. The sequence remains within expected bounds for a normal ECG signal.\nActionID: 0"
+    },
+    "24": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "28": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "32": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "36": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "40": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "44": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 21, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "48": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 15, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "52": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "56": {
+        "Thought": "The time series exhibits a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and oscillation. This gradual deviation from the normal level of fluctuation indicates a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and oscillation. This gradual deviation from the normal level of fluctuation indicates a drift anomaly.\nActionID: 11"
+    },
+    "60": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "64": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "68": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.3. However, starting at index 10, there is a sudden and significant increase in values, peaking at 5.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.3. However, starting at index 10, there is a sudden and significant increase in values, peaking at 5.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+    },
+    "72": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "76": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "80": {
+        "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.\nActionID: 4"
+    },
+    "84": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "88": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "92": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of decline and stabilization. This indicates a disruption in the expected pattern, suggesting a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of decline and stabilization. This indicates a disruption in the expected pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "96": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a rapid recovery and subsequent large fluctuations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. The extreme drop and recovery are indicative of a disruption in the ECG signal, which could correspond to an abnormal event in the healthcare domain.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a rapid recovery and subsequent large fluctuations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. The extreme drop and recovery are indicative of a disruption in the ECG signal, which could correspond to an abnormal event in the healthcare domain.\nActionID: 12"
+    },
+    "100": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "104": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "109": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "113": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "117": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.22). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.64, 0.72, 0.84, 0.92, 1.08, 1.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.22). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.64, 0.72, 0.84, 0.92, 1.08, 1."
+    },
+    "121": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a sharp drop around index 10, reaching a minimum at index 13. Afterward, the sequence exhibits a recovery and stabilizes with fluctuations around a new level. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sharp drop around index 10, reaching a minimum at index 13. Afterward, the sequence exhibits a recovery and stabilizes with fluctuations around a new level. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.\nActionID: 3"
+    },
+    "125": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "129": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.68,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.68,"
+    },
+    "133": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.48, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal fluctuation.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.48, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal fluctuation.\nActionID: 12"
+    },
+    "137": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 16 (-1.38) and index 17 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 86 (1.02) and peaking at index 90 (2.11), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 16 (-1.38) and index 17 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 86 (1.02) and peaking at index 90 (2.11), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non"
+    },
+    "141": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "145": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 10.0, 10.0, 10.0) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. These repeated values appear in clusters and are not consistent with the expected variability of the sequence.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 10.0, 10.0, 10.0) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. These repeated values appear in clusters and are not consistent with the expected variability of the sequence.\nActionID: 9"
+    },
+    "149": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "153": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,"
+    },
+    "157": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 17, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 17, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "161": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+    },
+    "165": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "169": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 33, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 33, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "173": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.\nActionID: 1"
+    },
+    "177": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.68) starting around index 96, which deviates from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.68) starting around index 96, which deviates from the earlier trend, indicating a Non"
+    },
+    "181": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a predictable and smooth trend, consistent with a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a predictable and smooth trend, consistent with a normal sequence.\nActionID: 0"
+    },
+    "185": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "189": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 40 onward, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 40 onward, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern.\nActionID: 14"
+    },
+    "193": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "197": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,"
+    },
+    "201": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 39, there is a significant and sustained increase in values, with a new range forming around 40-46. This indicates a sudden shift in the statistical properties, such as the mean and variance, of the sequence. This abrupt change suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 39, there is a significant and sustained increase in values, with a new range forming around 40-46. This indicates a sudden shift in the statistical properties, such as the mean and variance, of the sequence. This abrupt change suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "205": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "209": {
+        "Thought": "The value 50.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 32 and 38. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 32 and 38. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "213": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.38) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp increase at index 96 (1.09) and subsequent fluctuations, but the most prominent anomaly is the sudden spike. This type of anomaly is critical in the context of ECG data, as it may indicate a significant disruption in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.38) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp increase at index 96 (1.09) and subsequent fluctuations, but the most prominent anomaly is the sudden spike. This type of anomaly is critical in the context of ECG data, as it may indicate a significant disruption in the signal.\nActionID: 12"
+    },
+    "217": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "221": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.21, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.21, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "225": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "229": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "233": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. This is indicative of a Sudden Spike Anomaly. Additionally, there are segments where the values deviate significantly from the baseline, such as the continuous negative trend from index 50 to 60, which suggests a Continuous Segment Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior. This indicates a Nonlinear Pattern Anomaly. Given the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. This is indicative of a Sudden Spike Anomaly. Additionally, there are segments where the values deviate significantly from the baseline, such as the continuous negative trend from index 50 to 60, which suggests a Continuous Segment Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior. This indicates a Nonlinear Pattern Anomaly. Given the"
+    },
+    "237": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -0"
+    },
+    "241": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An"
+    },
+    "245": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "249": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "253": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "257": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities"
+    },
+    "261": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.66, -0.65, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, potentially indicating an abnormal cardiac event.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.66, -0.65, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, potentially indicating an abnormal cardiac event.\nActionID: 12"
+    },
+    "265": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 57, there is a significant spike (0.72) followed by a sharp drop (-0.78 and -1.21), which disrupts the normal pattern. Additionally, the sequence later shows a nonlinear growth pattern (e.g., values like 0.7, 1.0, 1.32, 1.52) and then transitions into a gradual decline. These characteristics suggest a combination of sudden",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 57, there is a significant spike (0.72) followed by a sharp drop (-0.78 and -1.21), which disrupts the normal pattern. Additionally, the sequence later shows a nonlinear growth pattern (e.g., values like 0.7, 1.0, 1.32, 1.52) and then transitions into a gradual decline. These characteristics suggest a combination of sudden",
+        "ParseError": "unrecognized_action_id"
+    },
+    "269": {
+        "Thought": "The value 50.2 at index 47 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 33-36. This isolated spike disrupts the normal pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 47 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 33-36. This isolated spike disrupts the normal pattern of the sequence.\nActionID: 1"
+    },
+    "273": {
+        "Thought": "The sequence initially exhibits a stable pattern with minor fluctuations around 3.0, but starting at index 16, there is a noticeable upward drift in the values, peaking at 3.36. This is followed by a gradual return to the original range, indicating a temporary deviation from the normal level. This behavior suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with minor fluctuations around 3.0, but starting at index 16, there is a noticeable upward drift in the values, peaking at 3.36. This is followed by a gradual return to the original range, indicating a temporary deviation from the normal level. This behavior suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "277": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "281": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 2535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 2535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "285": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 10.0 appears consecutively at indices 10-12 and 16-18), disrupting the normal fluctuation pattern. Additionally, there are other repeated values (e.g., 13.0 appears consecutively at indices 19-21 and 25-27), further indicating a disruption in the expected variability. This suggests a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 10.0 appears consecutively at indices 10-12 and 16-18), disrupting the normal fluctuation pattern. Additionally, there are other repeated values (e.g., 13.0 appears consecutively at indices 19-21 and 25-27), further indicating a disruption in the expected variability. This suggests a repeated value anomaly.\nActionID: 9"
+    },
+    "289": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "293": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a"
+    },
+    "297": {
+        "Thought": "The time series shows a gradual and consistent downward drift in values, starting from around 10.2 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual and consistent downward drift in values, starting from around 10.2 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "301": {
+        "Thought": "The sequence initially exhibits a fluctuating pattern with values ranging from 0.01 to 0.12, followed by a sharp and continuous decline starting at index 16, reaching a minimum at index 20. This is followed by a recovery and a gradual increase in values, eventually stabilizing at a higher range. The sharp decline and subsequent recovery indicate a significant deviation from the original pattern, suggesting a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a fluctuating pattern with values ranging from 0.01 to 0.12, followed by a sharp and continuous decline starting at index 16, reaching a minimum at index 20. This is followed by a recovery and a gradual increase in values, eventually stabilizing at a higher range. The sharp decline and subsequent recovery indicate a significant deviation from the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "305": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 59, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After this drop, the sequence resumes with values that are lower than the initial range, but the flatline at 0.0 is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 59, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After this drop, the sequence resumes with values that are lower than the initial range, but the flatline at 0.0 is the most prominent anomaly.\nActionID: 10"
+    },
+    "309": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a trend change. However, the most prominent anomaly occurs at index 33, where the value abruptly drops to 0.0, creating a sudden flatline. This disrupts the normal fluctuation pattern and is the primary anomaly in the sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a trend change. However, the most prominent anomaly occurs at index 33, where the value abruptly drops to 0.0, creating a sudden flatline. This disrupts the normal fluctuation pattern and is the primary anomaly in the sequence.\nActionID: 10"
+    },
+    "313": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "317": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "321": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.6 to 2.82), followed by a gradual decline and drift. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the most prominent anomaly is the nonlinear growth and subsequent decline, which disrupts",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.6 to 2.82), followed by a gradual decline and drift. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the most prominent anomaly is the nonlinear growth and subsequent decline, which disrupts"
+    },
+    "325": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "329": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "333": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "337": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.7, 2.72, 3.41) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.7, 2.72, 3.41) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+    },
+    "341": {
+        "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, the sequence transitions into a flatline of repeated values (122.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, the sequence transitions into a flatline of repeated values (122.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.\nActionID: 10"
+    },
+    "345": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 72 (0.76) and peaking at index 77 (2.51), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 72 (0.76) and peaking at index 77 (2.51), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.\nActionID: 14"
+    },
+    "349": {
+        "Thought": "The value 12.0 at index 3 is a significant outlier compared to the surrounding values, which mostly range between 0.0 and 6.0. This isolated spike deviates from the overall pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 12.0 at index 3 is a significant outlier compared to the surrounding values, which mostly range between 0.0 and 6.0. This isolated spike deviates from the overall pattern of the sequence.\nActionID: 1"
+    },
+    "353": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 100 to 200. This is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 100 to 200. This is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "357": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value shifts abruptly from -1232.35 to -1039.21, deviating from the surrounding pattern. This indicates a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value shifts abruptly from -1232.35 to -1039.21, deviating from the surrounding pattern. This indicates a sudden spike anomaly.\nActionID: 12"
+    },
+    "361": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 116, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 116, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+    },
+    "365": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 46, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 46, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.\nActionID: 4"
+    },
+    "369": {
+        "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.\nActionID: 0"
+    },
+    "373": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline starting at index 20, reaching a low point around 3.5. After this, the sequence stabilizes with minor fluctuations around 3.5 to 3.8. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline starting at index 20, reaching a low point around 3.5. After this, the sequence stabilizes with minor fluctuations around 3.5 to 3.8. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "377": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "381": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 87, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 87, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "385": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "390": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "394": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38, -1.39). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38, -1.39). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "398": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "402": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 50, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 59. This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 50, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 59. This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly.\nActionID: 12"
+    },
+    "406": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "410": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 11 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 11 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "414": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "418": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.2, indicating a Sudden Flatline Anomaly. Subsequently, there is a recovery and fluctuation, but the sequence transitions into a nonlinear growth pattern, particularly toward the end, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.2, indicating a Sudden Flatline Anomaly. Subsequently, there is a recovery and fluctuation, but the sequence transitions into a nonlinear growth pattern, particularly toward the end, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 14"
+    },
+    "422": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "426": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "430": {
+        "Thought": "The sequence exhibits a sudden spike at index 56 (value 4.0), which significantly deviates from the surrounding values that generally range between 2.5 and 3.0. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 56 (value 4.0), which significantly deviates from the surrounding values that generally range between 2.5 and 3.0. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+    },
+    "434": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 15.0 at index 27 and 16.0 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These disruptions deviate from any consistent pattern, indicating a nonlinear and erratic behavior. The sequence does not follow a predictable trend or periodic pattern, and the changes are not isolated to a single point or segment. This suggests a significant deviation from the original linear or expected behavior.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 15.0 at index 27 and 16.0 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These disruptions deviate from any consistent pattern, indicating a nonlinear and erratic behavior. The sequence does not follow a predictable trend or periodic pattern, and the changes are not isolated to a single point or segment. This suggests a significant deviation from the original linear or expected behavior.\nActionID: 14"
+    },
+    "438": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "442": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable downward drift in the values, followed by a recovery and stabilization. This gradual deviation from the normal level and subsequent return to a stable range indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable downward drift in the values, followed by a recovery and stabilization. This gradual deviation from the normal level and subsequent return to a stable range indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "446": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 80, where the values transition from a relatively stable range to a sharp increase, peaking at 1.38, followed by a rapid decline. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal fluctuation pattern before returning to a more stable range. Additionally, the sharp rise and fall in the data are characteristic of a disruption in the ECG signal, which could indicate an abnormal event in the healthcare domain.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 80, where the values transition from a relatively stable range to a sharp increase, peaking at 1.38, followed by a rapid decline. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal fluctuation pattern before returning to a more stable range. Additionally, the sharp rise and fall in the data are characteristic of a disruption in the ECG signal, which could indicate an abnormal event in the healthcare domain.\nActionID: 12"
+    },
+    "450": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.\nActionID: 0"
+    },
+    "454": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "458": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 22, where the value decreases sharply from -2252.35 to -2433.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22, where the value decreases sharply from -2252.35 to -2433.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "462": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "466": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.09). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.09). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+    },
+    "470": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "474": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "478": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "482": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 23, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 23, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "486": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.56, 2.92) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.56, 2.92) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "490": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 57 (-1.28) and index 58 (-1.41), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 57 (-1.28) and index 58 (-1.41), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "494": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.68, -0.82). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.68, -0.82). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but"
+    },
+    "498": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.\nActionID: 1"
+    },
+    "502": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike"
+    },
+    "506": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant deviation from the normal pattern, with values rapidly increasing and then decreasing, indicating a Continuous Segment Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant deviation from the normal pattern, with values rapidly increasing and then decreasing, indicating a Continuous Segment Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.\nActionID: 12"
+    },
+    "510": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "514": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.1 and -1.46. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.1 and -1.46. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "518": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.07, 0.08, 0.09) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.07, 0.08, 0.09) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "522": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.3, 12.28, 12.26) amidst a majority of zeros, indicating occasional anomalous patterns in an otherwise flat sequence. These isolated spikes disrupt the normal behavior of the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.3, 12.28, 12.26) amidst a majority of zeros, indicating occasional anomalous patterns in an otherwise flat sequence. These isolated spikes disrupt the normal behavior of the time series.\nActionID: 8"
+    },
+    "526": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "530": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "534": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value shifts abruptly from -2252.35 to -1939.21, deviating from the surrounding trend. This indicates a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value shifts abruptly from -2252.35 to -1939.21, deviating from the surrounding trend. This indicates a sudden spike anomaly.\nActionID: 12"
+    },
+    "538": {
+        "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "542": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "546": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "550": {
+        "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values decrease steadily and deviate from the earlier range. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values decrease steadily and deviate from the earlier range. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "554": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.\nActionID: 0"
+    },
+    "558": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.5 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.5 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "563": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+    },
+    "567": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally"
+    },
+    "571": {
+        "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "575": {
+        "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+    },
+    "579": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 21 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 21 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "583": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "587": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "591": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "595": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "599": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a significant and nonlinear increase in values, followed by a sharp drop and subsequent irregular fluctuations. This behavior deviates from the original pattern and indicates a nonlinear growth and decay pattern, breaking the original linear or stable trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a significant and nonlinear increase in values, followed by a sharp drop and subsequent irregular fluctuations. This behavior deviates from the original pattern and indicates a nonlinear growth and decay pattern, breaking the original linear or stable trend.\nActionID: 14"
+    },
+    "603": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.32, 3.98, 5.11) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.32, 3.98, 5.11) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru"
+    },
+    "607": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "611": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "615": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 3.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 3.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "619": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "623": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "627": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "631": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal sequence.\nActionID: 0"
+    },
+    "635": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "639": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values at index 49 (from 13.0 to 10.0), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 49 (from 13.0 to 10.0), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "643": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the values fluctuate within a relatively stable range, but starting around index 30, there is a sudden increase in amplitude, with values reaching as high as 158.88. This indicates a significant deviation from the earlier range. Additionally, there are abrupt spikes and drops, such as the sharp increase to 158.88 and subsequent drop to 114.81, which disrupt the normal pattern. These characteristics suggest a combination of amplitude anomalies and sudden spikes.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the values fluctuate within a relatively stable range, but starting around index 30, there is a sudden increase in amplitude, with values reaching as high as 158.88. This indicates a significant deviation from the earlier range. Additionally, there are abrupt spikes and drops, such as the sharp increase to 158.88 and subsequent drop to 114.81, which disrupt the normal pattern. These characteristics suggest a combination of amplitude anomalies and sudden spikes.\nActionID: 6"
+    },
+    "647": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop (-0.24, -0.58, -0.62), indicating a sudden disruption. Additionally, the sequence later shows a gradual drift downward (e.g., -0.02 to -0.14) and",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop (-0.24, -0.58, -0.62), indicating a sudden disruption. Additionally, the sequence later shows a gradual drift downward (e.g., -0.02 to -0.14) and",
+        "ParseError": "unrecognized_action_id"
+    },
+    "651": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "655": {
+        "Thought": "The value 50.2 at index 56 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 34-37. This isolated spike disrupts the normal pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 56 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 34-37. This isolated spike disrupts the normal pattern of the sequence.\nActionID: 1"
+    },
+    "659": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.42, 1.68, 1.96, 2.18) starting around index 100, which deviates from",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.42, 1.68, 1.96, 2.18) starting around index 100, which deviates from"
+    },
+    "663": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "667": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "671": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "675": {
+        "Thought": "The value 30.9 at index 11 significantly deviates from the surrounding data points, which mostly range between 24.5 and 26.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 30.9 at index 11 significantly deviates from the surrounding data points, which mostly range between 24.5 and 26.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "679": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.38) followed by a sharp drop at index 17 (-0.48) and index 18 (-0.74), which disrupts the normal fluctuation pattern. Additionally, there is a significant amplitude anomaly starting at index 76, where the values increase rapidly to a peak (e.g., 1.38 at index 80) and then return to a lower range. This combination of sudden spikes and amplitude anomalies is indicative of abnormal ECG behavior.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.38) followed by a sharp drop at index 17 (-0.48) and index 18 (-0.74), which disrupts the normal fluctuation pattern. Additionally, there is a significant amplitude anomaly starting at index 76, where the values increase rapidly to a peak (e.g., 1.38 at index 80) and then return to a lower range. This combination of sudden spikes and amplitude anomalies is indicative of abnormal ECG behavior.\nActionID: 6"
+    },
+    "683": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "687": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "691": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "695": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "699": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual rise and fall in values. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend around index 20-25, and the amplitude of the periodic pattern changes irregularly in certain segments. This indicates a disruption in the original periodic pattern.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual rise and fall in values. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend around index 20-25, and the amplitude of the periodic pattern changes irregularly in certain segments. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+    },
+    "703": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.72, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.72, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+    },
+    "707": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 37 (-1.28) and index 38 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 37 to 43 and the sharp positive spike at index 115 (1.38). These patterns suggest a combination of Sudden Spike Anomalies and Continuous Segment Anomalies. However, the most prominent anomaly is the sudden extreme drop at",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 37 (-1.28) and index 38 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 37 to 43 and the sharp positive spike at index 115 (1.38). These patterns suggest a combination of Sudden Spike Anomalies and Continuous Segment Anomalies. However, the most prominent anomaly is the sudden extreme drop at"
+    },
+    "711": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the overall trend exhibits a gradual drift downward, deviating from the initial level of fluctuation. This indicates a gradual drift away from the normal level.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the overall trend exhibits a gradual drift downward, deviating from the initial level of fluctuation. This indicates a gradual drift away from the normal level.\nActionID: 11"
+    },
+    "715": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude and direction, including extreme positive and negative values. These deviations disrupt any consistent pattern or trend, indicating a nonlinear and irregular behavior that breaks the original linear or predictable rule. This suggests the presence of nonlinear changes in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude and direction, including extreme positive and negative values. These deviations disrupt any consistent pattern or trend, indicating a nonlinear and irregular behavior that breaks the original linear or predictable rule. This suggests the presence of nonlinear changes in the sequence.\nActionID: 14"
+    },
+    "719": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests significant disruptions in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests significant disruptions in the ECG signal.\nActionID: 12"
+    },
+    "723": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 23, there is a sudden spike to 51.0, followed by a sharp drop to 30.0 and then a gradual decline. This indicates a sudden spike anomaly at index 23, followed by a drift anomaly as the values gradually decrease and stabilize at a lower range. The primary anomaly is the sudden spike at index 23.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 23, there is a sudden spike to 51.0, followed by a sharp drop to 30.0 and then a gradual decline. This indicates a sudden spike anomaly at index 23, followed by a drift anomaly as the values gradually decrease and stabilize at a lower range. The primary anomaly is the sudden spike at index 23.\nActionID: 12"
+    },
+    "727": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "731": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is a significant spike (0.33) followed by a sharp drop to extreme negative values (e.g., -0.62, -0.72). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally, the sequence transitions into",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is a significant spike (0.33) followed by a sharp drop to extreme negative values (e.g., -0.62, -0.72). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally, the sequence transitions into"
+    },
+    "735": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 80-83, where the values spike to 0.2, 0.4, -0.3, and -1.2, followed by a return to the normal range. This behavior is indicative of a sudden spike anomaly, as the spike disrupts the otherwise smooth fluctuations of the sequence. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 80-83, where the values spike to 0.2, 0.4, -0.3, and -1.2, followed by a return to the normal range. This behavior is indicative of a sudden spike anomaly, as the spike disrupts the otherwise smooth fluctuations of the sequence. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+    },
+    "739": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.61, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.61, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "743": {
+        "Thought": "The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., around 0.1 to 0.15) to a sudden increase (e.g., 0.17, 0.18, 0.19) and then back to a lower range (e.g., 0.12, 0.13). These disruptions indicate a periodic change in the pattern, breaking the expected stability.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., around 0.1 to 0.15) to a sudden increase (e.g., 0.17, 0.18, 0.19) and then back to a lower range (e.g., 0.12, 0.13). These disruptions indicate a periodic change in the pattern, breaking the expected stability.\nActionID: 2"
+    },
+    "747": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "751": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "755": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "759": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.58 and -0.73, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations that disrupt the normal ECG pattern, which could also indicate potential Pattern Change Anomalies. However, the dominant anomaly type is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.58 and -0.73, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations that disrupt the normal ECG pattern, which could also indicate potential Pattern Change Anomalies. However, the dominant anomaly type is the sudden spikes and drops.\nActionID: 12"
+    },
+    "763": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "767": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 21 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "771": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden"
+    },
+    "775": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a gradual recovery. Later, there is a nonlinear pattern of exponential growth (e.g., 0.84, 1.5, 2.11, 2.42, 2.68) and subsequent decay. These disruptions indicate a combination of sudden spikes, nonlinear patterns, and potential distributional changes. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which breaks the original linear or stable trend.\nAction",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a gradual recovery. Later, there is a nonlinear pattern of exponential growth (e.g., 0.84, 1.5, 2.11, 2.42, 2.68) and subsequent decay. These disruptions indicate a combination of sudden spikes, nonlinear patterns, and potential distributional changes. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which breaks the original linear or stable trend.\nAction"
+    },
+    "779": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.12, 0.13, 0.14) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.12, 0.13, 0.14) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "783": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "787": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "791": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "795": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (AIOps-Amazon_CloudWatch).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (AIOps-Amazon_CloudWatch).\nActionID: 0"
+    },
+    "799": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and significant deviation with a sharp spike (0.28, 0.66) followed by a steep drop (-0.49, -1.22). This abrupt and extreme fluctuation disrupts the normal pattern of the sequence, indicating a sudden spike anomaly. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and significant deviation with a sharp spike (0.28, 0.66) followed by a steep drop (-0.49, -1.22). This abrupt and extreme fluctuation disrupts the normal pattern of the sequence, indicating a sudden spike anomaly. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+    },
+    "803": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "807": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "811": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.08) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.08) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "815": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "819": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.38), indicating a sudden spike anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (4.61), followed by a nonlinear pattern of fluctuations, and then a gradual downward drift. This suggests a combination of sudden spike anomaly, nonlinear pattern anomaly, and drift anomaly. However, the dominant anomaly is",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.38), indicating a sudden spike anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (4.61), followed by a nonlinear pattern of fluctuations, and then a gradual downward drift. This suggests a combination of sudden spike anomaly, nonlinear pattern anomaly, and drift anomaly. However, the dominant anomaly is"
+    },
+    "823": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "827": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.08) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.08) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+    },
+    "831": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "835": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "839": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+    },
+    "843": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "847": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -1.21 and -1.41 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.51 and subsequent fluctuations. These deviations disrupt the normal ECG pattern, indicating a potential anomaly in the signal. The irregularities are not isolated to a single point but occur in segments, suggesting a Continuous Segment Anomaly.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -1.21 and -1.41 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.51 and subsequent fluctuations. These deviations disrupt the normal ECG pattern, indicating a potential anomaly in the signal. The irregularities are not isolated to a single point but occur in segments, suggesting a Continuous Segment Anomaly.\nActionID: 13"
+    },
+    "851": {
+        "Thought": "The value 3.211 at index 17 is a sudden and extreme spike compared to the surrounding values, which generally range between 0.01 and 0.1. This spike disrupts the sequence temporarily before returning to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 3.211 at index 17 is a sudden and extreme spike compared to the surrounding values, which generally range between 0.01 and 0.1. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+    },
+    "855": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "859": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "863": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "867": {
+        "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.52), followed by a sharp drop (-0.34, -0.58, -0.69). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event. The sequence then returns to a more stable range, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.52), followed by a sharp drop (-0.34, -0.58, -0.69). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event. The sequence then returns to a more stable range, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "871": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "876": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations around a baseline. However, starting at index 96, there is a sudden and extreme drop to -1.11, followed by a rapid recovery and subsequent large fluctuations. This behavior indicates a sudden and significant deviation from the normal pattern, likely corresponding to an abnormal event in the ECG signal. The extreme drop and recovery suggest a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations around a baseline. However, starting at index 96, there is a sudden and extreme drop to -1.11, followed by a rapid recovery and subsequent large fluctuations. This behavior indicates a sudden and significant deviation from the normal pattern, likely corresponding to an abnormal event in the ECG signal. The extreme drop and recovery suggest a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "880": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "884": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Furthermore, the nonlinear growth pattern observed from index 115 to 123, where the values increase exponentially, indicates a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Furthermore, the nonlinear growth pattern observed from index 115 to 123, where the values increase exponentially, indicates a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID"
+    },
+    "888": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "892": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44, -0.92, -0.93), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.99, 1.5, 2.11, 2.56, 2.96) starting around index 96, which deviates",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44, -0.92, -0.93), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.99, 1.5, 2.11, 2.56, 2.96) starting around index 96, which deviates"
+    },
+    "896": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 24, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 24, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "900": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.52, 1.78, 2.02) starting around index 90, which deviates from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.52, 1.78, 2.02) starting around index 90, which deviates from the earlier trend, indicating a Non"
+    },
+    "904": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "908": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 53, there is a significant outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is another sharp drop (e.g., -0.2, -0.22, -0.23) and",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 53, there is a significant outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is another sharp drop (e.g., -0.2, -0.22, -0.23) and",
+        "ParseError": "unrecognized_action_id"
+    },
+    "912": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a sudden flatline at 1.36 from index 13 to 15, disrupting the normal fluctuations. Afterward, the sequence resumes with fluctuations but exhibits irregularities in the latter part, including a sudden drop to 0.0 at index 59, which is an extreme outlier compared to the surrounding values. This indicates a combination of a sudden flatline anomaly and an amplitude anomaly. However, the most prominent anomaly is the sudden flatline.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden flatline at 1.36 from index 13 to 15, disrupting the normal fluctuations. Afterward, the sequence resumes with fluctuations but exhibits irregularities in the latter part, including a sudden drop to 0.0 at index 59, which is an extreme outlier compared to the surrounding values. This indicates a combination of a sudden flatline anomaly and an amplitude anomaly. However, the most prominent anomaly is the sudden flatline.\nActionID: 10"
+    },
+    "916": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting from index 41, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting from index 41, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.\nActionID: 4"
+    },
+    "920": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "924": {
+        "Thought": "The value 50.2 at index 10 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 35-39. This isolated spike disrupts the normal pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 10 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 35-39. This isolated spike disrupts the normal pattern of the sequence.\nActionID: 1"
+    },
+    "928": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "932": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "936": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "940": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "944": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.28, 1.48, 1.68, 1.96, 2.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.28, 1.48, 1.68, 1.96, 2."
+    },
+    "948": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "952": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "956": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "960": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "964": {
+        "Thought": "The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (55.5, 60.1, 60.8, 63.8, 65.8, 66.8, 68.8, 70.8, 73.8). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (55.5, 60.1, 60.8, 63.8, 65.8, 66.8, 68.8, 70.8, 73.8). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "968": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 2.0, 3.61, 4.31), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 2.0, 3.61, 4.31), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic"
+    },
+    "972": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "976": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, there is a sudden flatline of zeros, disrupting the normal pattern. Following this, intermittent zeros and negative values appear, indicating a disruption in the sensor's readings. The flatline and intermittent zeros suggest a Sudden Flatline Anomaly, while the intermittent negative values could indicate a Sparse Anomaly. However, the dominant anomaly is the sudden flatline.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, there is a sudden flatline of zeros, disrupting the normal pattern. Following this, intermittent zeros and negative values appear, indicating a disruption in the sensor's readings. The flatline and intermittent zeros suggest a Sudden Flatline Anomaly, while the intermittent negative values could indicate a Sparse Anomaly. However, the dominant anomaly is the sudden flatline.\nActionID: 10"
+    },
+    "980": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations and irregularities. The abrupt transition from a flatline to active readings suggests a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations and irregularities. The abrupt transition from a flatline to active readings suggests a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "984": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "988": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "992": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier"
+    },
+    "996": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 11 (value 50.21), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 11 (value 50.21), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1000": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 18, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 18, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "1004": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 143.35 to 10.0, followed by a recovery to 115.0, and then another drop to 10.0. Additionally, there are abrupt changes in the mean and variance, such as the transition from 143.35 to 10.0 and back to 115.0. These abrupt changes indicate a disruption in the statistical properties of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 143.35 to 10.0, followed by a recovery to 115.0, and then another drop to 10.0. Additionally, there are abrupt changes in the mean and variance, such as the transition from 143.35 to 10.0 and back to 115.0. These abrupt changes indicate a disruption in the statistical properties of the sequence.\nActionID: 4"
+    },
+    "1008": {
+        "Thought": "The time series exhibits a consistent and smooth fluctuation pattern with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth fluctuation pattern with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1012": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 56-59, where the sequence transitions from relatively small fluctuations to extreme values such as 0.25, 0.65, -0.65, and -1.31. This abrupt change disrupts the normal pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 56-59, where the sequence transitions from relatively small fluctuations to extreme values such as 0.25, 0.65, -0.65, and -1.31. This abrupt change disrupts the normal pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+    },
+    "1016": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1020": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values steadily decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values steadily decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1024": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 98 (value 0.28) and a subsequent sharp drop to -0.68 at index 99, followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a significant anomaly. Given the domain of Healthcare-ECG, this could represent an abnormal cardiac event such as a sudden arrhythmia or artifact.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 98 (value 0.28) and a subsequent sharp drop to -0.68 at index 99, followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a significant anomaly. Given the domain of Healthcare-ECG, this could represent an abnormal cardiac event such as a sudden arrhythmia or artifact.\nActionID: 12"
+    },
+    "1028": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.49, -0.72, -0.73), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.49, -0.72, -0.73), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.\nActionID: 12"
+    },
+    "1032": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "1036": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "1040": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "1044": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 33 to 37, where the sequence transitions from a relatively stable range to a sharp decline, followed by a recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 33 to 37, where the sequence transitions from a relatively stable range to a sharp decline, followed by a recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern.\nActionID: 12"
+    },
+    "1048": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 31, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the time series. After this drop, the sequence resumes with values that are lower than the initial range, but the flatline at index 31 is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 31, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the time series. After this drop, the sequence resumes with values that are lower than the initial range, but the flatline at index 31 is the most prominent anomaly.\nActionID: 10"
+    },
+    "1052": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values at index 3 (11.0 to 7.0), which deviates from the surrounding pattern. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 3 (11.0 to 7.0), which deviates from the surrounding pattern. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1056": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent oscillations. This behavior deviates from any linear or periodic pattern, indicating a nonlinear growth and decay pattern. The sequence does not follow a predictable trend, and the exponential-like growth and subsequent decline suggest a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent oscillations. This behavior deviates from any linear or periodic pattern, indicating a nonlinear growth and decay pattern. The sequence does not follow a predictable trend, and the exponential-like growth and subsequent decline suggest a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1060": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1064": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "1068": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 27 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+    },
+    "1072": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1076": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "1080": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there are intermittent repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern. Later, the sequence transitions into a flatline of zeros (e.g., 0.0, 0.0, 0.0) for an extended period, losing normal fluctuations. This is followed by a sudden spike in values (e.g., 1.36, 1.38, 1.42, 1.44) and then a return to a more stable pattern. The combination of repeated values, flatline behavior, and sudden spikes indicates a complex",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are intermittent repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern. Later, the sequence transitions into a flatline of zeros (e.g., 0.0, 0.0, 0.0) for an extended period, losing normal fluctuations. This is followed by a sudden spike in values (e.g., 1.36, 1.38, 1.42, 1.44) and then a return to a more stable pattern. The combination of repeated values, flatline behavior, and sudden spikes indicates a complex"
+    },
+    "1084": {
+        "Thought": "The sequence initially exhibits a gradual upward trend, followed by a sudden and sharp increase in values starting at index 10, peaking at index 13 (1.04), and then returning to a more stable range. This sudden spike disrupts the normal pattern of the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual upward trend, followed by a sudden and sharp increase in values starting at index 10, peaking at index 13 (1.04), and then returning to a more stable range. This sudden spike disrupts the normal pattern of the sequence.\nActionID: 12"
+    },
+    "1088": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36, 1.38, 1.36) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36, 1.38, 1.36) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.\nActionID: 10"
+    },
+    "1092": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 39 (-1.38) and index 40 (-1.59), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 39 to 43 and the abrupt positive spike at index 115 (0.44). These patterns suggest a combination of sudden spike anomalies and continuous segment anomalies. However, the most prominent anomaly is the sudden spike at index 39 and index 40",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 39 (-1.38) and index 40 (-1.59), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 39 to 43 and the abrupt positive spike at index 115 (0.44). These patterns suggest a combination of sudden spike anomalies and continuous segment anomalies. However, the most prominent anomaly is the sudden spike at index 39 and index 40"
+    },
+    "1096": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 39, there is a noticeable shift in the statistical properties, with the values increasing more rapidly and deviating from the earlier stable range. This indicates an abrupt change in the mean and variance of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 39, there is a noticeable shift in the statistical properties, with the values increasing more rapidly and deviating from the earlier stable range. This indicates an abrupt change in the mean and variance of the sequence.\nActionID: 4"
+    },
+    "1100": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden"
+    },
+    "1104": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 41 (value 0.56) followed by a sharp drop at index 42 (value -0.48) and index 43 (value -0.78), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden increase in amplitude around index 96 (value 0.72) and subsequent fluctuations. These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 41 (value 0.56) followed by a sharp drop at index 42 (value -0.48) and index 43 (value -0.78), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden increase in amplitude around index 96 (value 0.72) and subsequent fluctuations. These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 12"
+    },
+    "1108": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "1112": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "1116": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 24 (-1.18) and index 25 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 24 (-1.18) and index 25 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1120": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1124": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.24). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.92, 3.68) starting around index 116, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.24). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.92, 3.68) starting around index 116, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities"
+    },
+    "1128": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG"
+    },
+    "1132": {
+        "Thought": "The time series exhibits a repeating pattern where the values initially decrease, then increase, and then decrease again. However, there are segments where the pattern deviates slightly, such as the segment around index 20-25 where the values drop more sharply and remain lower for a longer period compared to the earlier patterns. This indicates a disruption in the expected periodic behavior.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern where the values initially decrease, then increase, and then decrease again. However, there are segments where the pattern deviates slightly, such as the segment around index 20-25 where the values drop more sharply and remain lower for a longer period compared to the earlier patterns. This indicates a disruption in the expected periodic behavior.\nActionID: 2"
+    },
+    "1136": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior with minor variations, which could be attributed to normal sensor noise or environmental factors. There is no significant deviation or disruption that would classify it as an anomaly.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior with minor variations, which could be attributed to normal sensor noise or environmental factors. There is no significant deviation or disruption that would classify it as an anomaly.\nActionID: 0"
+    },
+    "1140": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "1144": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, decline, and recovery, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, decline, and recovery, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1148": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.58, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.58, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,"
+    },
+    "1152": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1156": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "1160": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,"
+    },
+    "1164": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1168": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+    },
+    "1172": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "1176": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1180": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 16, there is a sudden spike (1.0) that deviates significantly from the surrounding values. Additionally, at index 21, there is another spike (2.0) that disrupts the sequence. These spikes are isolated and return to the normal range immediately after, indicating temporary disruptions.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 16, there is a sudden spike (1.0) that deviates significantly from the surrounding values. Additionally, at index 21, there is another spike (2.0) that disrupts the sequence. These spikes are isolated and return to the normal range immediately after, indicating temporary disruptions.\nActionID: 12"
+    },
+    "1184": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, indicating a Sudden Spike Anomaly. Subsequently, there is a nonlinear growth pattern starting around index 87, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a significant change in statistical properties, such as mean and variance, at various points, suggesting a Change Point Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, indicating a Sudden Spike Anomaly. Subsequently, there is a nonlinear growth pattern starting around index 87, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a significant change in statistical properties, such as mean and variance, at various points, suggesting a Change Point Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 4"
+    },
+    "1188": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 19, there is a sudden spike (106.0) that deviates significantly from the surrounding values. Additionally, at index 23, there is another spike (116.0) that disrupts the sequence. These sudden spikes are isolated and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 19, there is a sudden spike (106.0) that deviates significantly from the surrounding values. Additionally, at index 23, there is another spike (116.0) that disrupts the sequence. These sudden spikes are isolated and return to the normal range immediately after.\nActionID: 12"
+    },
+    "1192": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 16, where the value (-2495.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 16, where the value (-2495.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.\nActionID: 1"
+    },
+    "1196": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 96 (value 0.63), followed by a sharp drop to -0.96 and -1.46, which significantly deviates from the surrounding values. This indicates a sudden and extreme disruption in the sequence, characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 96 (value 0.63), followed by a sharp drop to -0.96 and -1.46, which significantly deviates from the surrounding values. This indicates a sudden and extreme disruption in the sequence, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1200": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 22-25, where the sequence drops sharply to -1.21 and -1.46, followed by a recovery to the normal range. This behavior is indicative of a sudden spike or drop in the data, which then returns to the expected range. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 22-25, where the sequence drops sharply to -1.21 and -1.46, followed by a recovery to the normal range. This behavior is indicative of a sudden spike or drop in the data, which then returns to the expected range. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "1204": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23. Afterward, the sequence transitions into a fluctuating pattern with smaller oscillations, and then gradually decreases again. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23. Afterward, the sequence transitions into a fluctuating pattern with smaller oscillations, and then gradually decreases again. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.\nActionID: 3"
+    },
+    "1208": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a trend change. However, the most prominent anomaly occurs at the end of the sequence, where the values abruptly drop to 0.0, disrupting the normal fluctuation pattern. This sudden flatline at 0.0 is highly unusual and indicates a significant disruption in the sensor's behavior.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a trend change. However, the most prominent anomaly occurs at the end of the sequence, where the values abruptly drop to 0.0, disrupting the normal fluctuation pattern. This sudden flatline at 0.0 is highly unusual and indicates a significant disruption in the sensor's behavior.\nActionID: 10"
+    },
+    "1212": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a spike at index 83 (0.38) and a sharp drop at index 84 (-0.38), which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern of the sequence. Additionally, the sequence shows some recovery and stabilization afterward, but the sharp spike and drop are indicative of sudden anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a spike at index 83 (0.38) and a sharp drop at index 84 (-0.38), which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern of the sequence. Additionally, the sequence shows some recovery and stabilization afterward, but the sharp spike and drop are indicative of sudden anomalies.\nActionID: 12"
+    },
+    "1216": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1220": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1224": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1228": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "1232": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1236": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "1240": {
+        "Thought": "The sequence contains isolated high values (e.g., 0.06, 0.07, 0.08, 0.09, 0.1) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or pattern, indicating occasional anomalous behavior.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains isolated high values (e.g., 0.06, 0.07, 0.08, 0.09, 0.1) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or pattern, indicating occasional anomalous behavior.\nActionID: 8"
+    },
+    "1244": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1248": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is an extreme spike (0.52) followed by a sharp drop (-0.48 and -1.08), which further disrupts the sequence. The sequence then gradually stabilizes but shows a nonlinear pattern with irregular fluctuations, particularly in the later part of the series. This suggests a combination of Sudden Spike Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is an extreme spike (0.52) followed by a sharp drop (-0.48 and -1.08), which further disrupts the sequence. The sequence then gradually stabilizes but shows a nonlinear pattern with irregular fluctuations, particularly in the later part of the series. This suggests a combination of Sudden Spike Anomaly"
+    },
+    "1252": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+    },
+    "1256": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "1260": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 66 to 73, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 66 to 73, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the anomaly.\nActionID: 12"
+    },
+    "1264": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the exponential-like growth and subsequent irregular fluctuations.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the exponential-like growth and subsequent irregular fluctuations.\nActionID:"
+    },
+    "1268": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.5, 2.72, 3.41) starting around index 110, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.5, 2.72, 3.41) starting around index 110, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities"
+    },
+    "1272": {
+        "Thought": "The value 40.9 at index 3 significantly deviates from the surrounding data points, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 40.9 at index 3 significantly deviates from the surrounding data points, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "1276": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 16 (value 1998.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 16 (value 1998.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "1280": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1284": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1288": {
+        "Thought": "The time series exhibits a sudden and significant deviation in amplitude at certain points, such as the spike to 0.71 and the drop to -0.72, which are not consistent with the surrounding values. These abrupt changes disrupt the normal fluctuation pattern of the ECG signal, indicating potential anomalies in the amplitude. Additionally, the sequence shows irregularities in amplitude throughout, which could be indicative of abnormal cardiac activity.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at certain points, such as the spike to 0.71 and the drop to -0.72, which are not consistent with the surrounding values. These abrupt changes disrupt the normal fluctuation pattern of the ECG signal, indicating potential anomalies in the amplitude. Additionally, the sequence shows irregularities in amplitude throughout, which could be indicative of abnormal cardiac activity.\nActionID: 6"
+    },
+    "1292": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 26, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the pattern, with a continuous segment of elevated values (e.g., 1.2, 1.3, 1.4) and subsequent irregular behavior. The sequence also shows nonlinear growth in certain segments, such as the sharp increase around index 48 (e.g., 1.25, 1.3, 1.45). These characteristics suggest a combination of nonlinear pattern changes and continuous segment anomalies.",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 26, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the pattern, with a continuous segment of elevated values (e.g., 1.2, 1.3, 1.4) and subsequent irregular behavior. The sequence also shows nonlinear growth in certain segments, such as the sharp increase around index 48 (e.g., 1.25, 1.3, 1.45). These characteristics suggest a combination of nonlinear pattern changes and continuous segment anomalies.",
+        "ParseError": "unrecognized_action_id"
+    },
+    "1296": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1300": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series.\nActionID: 3"
+    },
+    "1304": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, the sequence stabilizes but exhibits nonlinear growth patterns around index 100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, the sequence stabilizes but exhibits nonlinear growth patterns around index 100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 12"
+    },
+    "1308": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1312": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 4.26, followed by a sharp decline and subsequent fluctuations. The sequence exhibits a nonlinear pattern with irregular changes in amplitude and direction, deviating from any consistent linear or periodic trend. This suggests a significant disruption in the original pattern, likely due to environmental sensor anomalies.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 4.26, followed by a sharp decline and subsequent fluctuations. The sequence exhibits a nonlinear pattern with irregular changes in amplitude and direction, deviating from any consistent linear or periodic trend. This suggests a significant disruption in the original pattern, likely due to environmental sensor anomalies.\nActionID: 14"
+    },
+    "1316": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 20, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 28-33). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 20, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 28-33). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "1320": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.66 at index 11), abrupt drops (e.g., -0.42 at index 13), and a significant deviation in the amplitude of certain segments (e.g., the spike to 0.66 followed by a sharp drop to -0.42 and -0.56). These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of irregular ECG patterns. The sequence also shows a nonlinear pattern in certain segments, deviating from the expected smooth ECG waveform. Overall, the sequence reflects a combination of anomalies, but the most",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.66 at index 11), abrupt drops (e.g., -0.42 at index 13), and a significant deviation in the amplitude of certain segments (e.g., the spike to 0.66 followed by a sharp drop to -0.42 and -0.56). These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of irregular ECG patterns. The sequence also shows a nonlinear pattern in certain segments, deviating from the expected smooth ECG waveform. Overall, the sequence reflects a combination of anomalies, but the most"
+    },
+    "1324": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly, as the values do not return to the original range and instead continue to drift downward in certain segments.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly, as the values do not return to the original range and instead continue to drift downward in certain segments.\nActionID: 11"
+    },
+    "1328": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.44) followed by a sharp drop to -1.51 and -1.66, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.44) followed by a sharp drop to -1.51 and -1.66, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+    },
+    "1332": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+    },
+    "1336": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "1340": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1344": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a sharp upward trend, followed by a sudden drop and oscillations. This behavior indicates a nonlinear pattern that breaks the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a sharp upward trend, followed by a sudden drop and oscillations. This behavior indicates a nonlinear pattern that breaks the original linear rule.\nActionID: 14"
+    },
+    "1348": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 0.51), followed by a nonlinear pattern of exponential growth (e.g., 0.51 to 2.11) and subsequent decay. This indicates a combination of Drift Anomaly and Nonlinear Pattern Anomaly. Additionally, the sequence shows irregular fluctuations and disru",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 0.51), followed by a nonlinear pattern of exponential growth (e.g., 0.51 to 2.11) and subsequent decay. This indicates a combination of Drift Anomaly and Nonlinear Pattern Anomaly. Additionally, the sequence shows irregular fluctuations and disru"
+    },
+    "1352": {
+        "Thought": "The time series exhibits multiple anomalies. At index 3, there is a sudden spike (0.116) that deviates significantly from the surrounding values. At index 5, there is a repeated value (0.116) that disrupts the normal fluctuation pattern. Additionally, the sequence shows irregular fluctuations and lacks a consistent pattern, with values dropping sharply and then recovering, indicating a potential pattern change. However, the most prominent anomaly is the sudden spike at index 3.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. At index 3, there is a sudden spike (0.116) that deviates significantly from the surrounding values. At index 5, there is a repeated value (0.116) that disrupts the normal fluctuation pattern. Additionally, the sequence shows irregular fluctuations and lacks a consistent pattern, with values dropping sharply and then recovering, indicating a potential pattern change. However, the most prominent anomaly is the sudden spike at index 3.\nActionID: 12"
+    },
+    "1356": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1360": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1364": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0"
+    },
+    "1368": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a stabilization around 1.36 with minor fluctuations. However, starting at index 39, there is a noticeable upward drift in the values, with the sequence gradually increasing to 1.44 before returning to a lower range. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a stabilization around 1.36 with minor fluctuations. However, starting at index 39, there is a noticeable upward drift in the values, with the sequence gradually increasing to 1.44 before returning to a lower range. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1372": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 74 (value 0.21) and a subsequent extreme spike at index 75 (value 0.51), followed by a sharp drop to -1.11 at index 76 and -1.41 at index 77. This abrupt and significant deviation from the surrounding values indicates a sudden spike anomaly. The sequence then gradually returns to a more stable pattern. The extreme spikes and drops are characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 74 (value 0.21) and a subsequent extreme spike at index 75 (value 0.51), followed by a sharp drop to -1.11 at index 76 and -1.41 at index 77. This abrupt and significant deviation from the surrounding values indicates a sudden spike anomaly. The sequence then gradually returns to a more stable pattern. The extreme spikes and drops are characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1376": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could"
+    },
+    "1380": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "1384": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+    },
+    "1388": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a sudden flatline at 0.24 from index 16 to 20, disrupting the normal fluctuations. Afterward, the sequence resumes with a downward trend, but the flatline segment is a clear anomaly. This behavior indicates a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden flatline at 0.24 from index 16 to 20, disrupting the normal fluctuations. Afterward, the sequence resumes with a downward trend, but the flatline segment is a clear anomaly. This behavior indicates a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1392": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 112, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 112, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+    },
+    "1396": {
+        "Thought": "The value 12.0 at index 27 is a sudden and extreme spike compared to the surrounding values, which generally range between 0.0 and 5.0. This spike disrupts the sequence temporarily before returning to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 12.0 at index 27 is a sudden and extreme spike compared to the surrounding values, which generally range between 0.0 and 5.0. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+    },
+    "1400": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1404": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "1408": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1412": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "1416": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 46, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 46, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+    },
+    "1420": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1424": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "1428": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1432": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "1436": {
+        "Thought": "The time series exhibits a gradual drift in values, particularly noticeable in the latter part of the sequence, where the values shift from a range around -1.5 to a range closer to -1.3. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual drift in values, particularly noticeable in the latter part of the sequence, where the values shift from a range around -1.5 to a range closer to -1.3. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1440": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 22, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 and -1.63, indicating a Sudden Spike Anomaly. Additionally, the segment from index 22 to 26 shows a Continuous Segment Anomaly as the values deviate significantly from the surrounding pattern. Furthermore, the segment from index 87 to 93 shows a nonlinear growth pattern, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 22, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 and -1.63, indicating a Sudden Spike Anomaly. Additionally, the segment from index 22 to 26 shows a Continuous Segment Anomaly as the values deviate significantly from the surrounding pattern. Furthermore, the segment from index 87 to 93 shows a nonlinear growth pattern, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 12"
+    },
+    "1444": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "1448": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1452": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there are repeated values (e.g., 0.04, 0.05) disrupting the normal fluctuation pattern. Later, there is a sudden spike (e.g., 0.22, 0.23) followed by a sharp drop (e.g., -0.02, -0.03). Additionally, there are segments of continuous deviation from the expected pattern, such as the prolonged negative values around -0.02 to -0.05. These characteristics suggest a combination of repeated value anomalies, sudden spikes, and continuous segment anomalies. However, the dominant anomaly appears to be",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there are repeated values (e.g., 0.04, 0.05) disrupting the normal fluctuation pattern. Later, there is a sudden spike (e.g., 0.22, 0.23) followed by a sharp drop (e.g., -0.02, -0.03). Additionally, there are segments of continuous deviation from the expected pattern, such as the prolonged negative values around -0.02 to -0.05. These characteristics suggest a combination of repeated value anomalies, sudden spikes, and continuous segment anomalies. However, the dominant anomaly appears to be"
+    },
+    "1456": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1460": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+    },
+    "1464": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (0.116) and index 16 (0.096), deviating from the surrounding values, which are generally higher. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (0.116) and index 16 (0.096), deviating from the surrounding values, which are generally higher. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1468": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "1472": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.48, 1.68, 1.96, 2.28, 2.56)",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.48, 1.68, 1.96, 2.28, 2.56)"
+    },
+    "1476": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 49 (-1.28) and index 50 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 49 (-1.28) and index 50 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1480": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.06, 0.18, 0.32, 0.42, 0.52, 0.64) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.06, 0.18, 0.32, 0.42, 0.52, 0.64) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "1484": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1488": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "1492": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 2 (value 1021.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 2 (value 1021.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1496": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.68). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.68). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "1500": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1504": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1508": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 15, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1512": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1516": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.28). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at index 85 (2.08), which is indicative of a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior,",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.28). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at index 85 (2.08), which is indicative of a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior,"
+    },
+    "1520": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then stabilizes but shows a gradual upward drift in values (e.g., 0.02, 0.0",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then stabilizes but shows a gradual upward drift in values (e.g., 0.02, 0.0"
+    },
+    "1524": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Following this, the sequence transitions into a gradual upward drift (e.g., from -0.01 to 1.58), indicating a Drift Anomaly. Later, there is a nonlinear pattern of exponential growth (e.g., 1.58, 2.0, 2.38, 2.68, 2.98, 3.08",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Following this, the sequence transitions into a gradual upward drift (e.g., from -0.01 to 1.58), indicating a Drift Anomaly. Later, there is a nonlinear pattern of exponential growth (e.g., 1.58, 2.0, 2.38, 2.68, 2.98, 3.08"
+    },
+    "1528": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.23). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.23). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+    },
+    "1532": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "1536": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "1540": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 93 to 96, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 93 to 96, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1544": {
+        "Thought": "The value 12952.0 at index 11 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 12952.0 at index 11 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+    },
+    "1548": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This gradual increase continues, with the sequence deviating from the earlier stable range and showing a consistent upward trend. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This gradual increase continues, with the sequence deviating from the earlier stable range and showing a consistent upward trend. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1552": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme deviation with a spike (0.26, 0.61) followed by a sharp drop (-0.69, -1.42). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme deviation with a spike (0.26, 0.61) followed by a sharp drop (-0.69, -1.42). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "1556": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 90, where the sequence transitions from a relatively stable pattern to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 90, where the sequence transitions from a relatively stable pattern to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1560": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1233.35 to -1511.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1233.35 to -1511.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "1564": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1568": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, starting at index 115, there is a significant upward drift in values, indicating a Drift Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, starting at index 115, there is a significant upward drift in values, indicating a Drift Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 12"
+    },
+    "1572": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1576": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable pattern. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable pattern. This indicates a normal sequence.\nActionID: 0"
+    },
+    "1580": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 96,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 96,"
+    },
+    "1584": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (-0.92, -1.04). This indicates a combination of sudden spikes and abrupt changes in the statistical properties",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (-0.92, -1.04). This indicates a combination of sudden spikes and abrupt changes in the statistical properties",
+        "ParseError": "unrecognized_action_id"
+    },
+    "1588": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1592": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 27, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 27, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.\nActionID: 4"
+    },
+    "1596": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 22 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 22 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "1600": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1604": {
+        "Thought": "The time series exhibits a sudden and significant deviation in amplitude starting at index 68, where the values rapidly increase to a peak of 2.78 and then gradually decrease. This is followed by a return to a more stable range. The sharp increase and subsequent decrease disrupt the normal fluctuation pattern, indicating an amplitude anomaly. This type of anomaly is often observed in ECG data due to irregular heartbeats or other physiological events.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude starting at index 68, where the values rapidly increase to a peak of 2.78 and then gradually decrease. This is followed by a return to a more stable range. The sharp increase and subsequent decrease disrupt the normal fluctuation pattern, indicating an amplitude anomaly. This type of anomaly is often observed in ECG data due to irregular heartbeats or other physiological events.\nActionID: 6"
+    },
+    "1608": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.21) and a subsequent sharp drop at index 97 (value -0.48), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.21) and a subsequent sharp drop at index 97 (value -0.48), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.\nActionID: 12"
+    },
+    "1612": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1616": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -1958.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -1958.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1620": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -1.38). Later, there is a nonlinear pattern of exponential growth (e.g., 1.0 to 4.31) and subsequent decay. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which disrupts the normal ECG rhythm.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -1.38). Later, there is a nonlinear pattern of exponential growth (e.g., 1.0 to 4.31) and subsequent decay. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which disrupts the normal ECG rhythm.\nActionID: 1"
+    },
+    "1624": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+    },
+    "1628": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.04, 0.05, 0.06) that disrupt the normal fluctuation pattern. These repeated values appear sporadically and are not part of a consistent pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.04, 0.05, 0.06) that disrupt the normal fluctuation pattern. These repeated values appear sporadically and are not part of a consistent pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "1633": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+    },
+    "1637": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1641": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 66-70, where the values spike to 0.25, 0.66, -0.65, -1.1, and -0.92, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the values deviate sharply and then return to the baseline. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden electrical disturbance in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 66-70, where the values spike to 0.25, 0.66, -0.65, -1.1, and -0.92, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the values deviate sharply and then return to the baseline. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden electrical disturbance in the ECG signal.\nActionID: 12"
+    },
+    "1645": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1649": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "1653": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1657": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 23, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "1661": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 66-70, where the values deviate significantly from the normal range. This is followed by a recovery and a nonlinear pattern of growth and decay. The sequence also shows irregular fluctuations and disruptions in the expected ECG pattern, indicating a combination of drift, sudden spike, and nonlinear pattern anomalies. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 66-70, where the values deviate significantly from the normal range. This is followed by a recovery and a nonlinear pattern of growth and decay. The sequence also shows irregular fluctuations and disruptions in the expected ECG pattern, indicating a combination of drift, sudden spike, and nonlinear pattern anomalies. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1665": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.27, followed by a further drop to -1.59, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 91, there is a gradual and consistent upward drift in values, peaking at 2.06, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 91-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.27, followed by a further drop to -1.59, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 91, there is a gradual and consistent upward drift in values, peaking at 2.06, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 91-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern."
+    },
+    "1669": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.22, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.08, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.22, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.08, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "1673": {
+        "Thought": "The value 50.9 at index 3 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.9 at index 3 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "1677": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "1681": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a steep decline and subsequent recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a steep decline and subsequent recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1685": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+        "ParseError": "unrecognized_action_id"
+    },
+    "1689": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1693": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "1697": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1701": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1705": {
+        "Thought": "The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range to a sharp increase (e.g., around index 10-15), followed by a return to a more stable range. Additionally, there are segments where the pattern deviates slightly (e.g., around index 30-40), and the overall pattern appears inconsistent in certain segments. This suggests a disruption in the expected periodic behavior.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range to a sharp increase (e.g., around index 10-15), followed by a return to a more stable range. Additionally, there are segments where the pattern deviates slightly (e.g., around index 30-40), and the overall pattern appears inconsistent in certain segments. This suggests a disruption in the expected periodic behavior.\nActionID: 2"
+    },
+    "1709": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+    },
+    "1713": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.68, -1.72). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.68, -1.72). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1717": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "1721": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around index 10 to 20, where the values stabilize near zero with minimal fluctuations. Afterward, there is a sudden spike at index 68 (value 0.21) and a subsequent sharp drop to -1.21 at index 72, followed by a recovery. This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which significantly deviate from the expected pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around index 10 to 20, where the values stabilize near zero with minimal fluctuations. Afterward, there is a sudden spike at index 68 (value 0.21) and a subsequent sharp drop to -1.21 at index 72, followed by a recovery. This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which significantly deviate from the expected pattern.\nActionID: 12"
+    },
+    "1725": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1729": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.58, -1.7, -1.4, and -1.02, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.58, -1.7, -1.4, and -1.02, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1733": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 11, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 13 and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomaly is the sudden flatline at index 11.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 11, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 13 and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomaly is the sudden flatline at index 11.\nActionID: 10"
+    },
+    "1737": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 92-95, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.08). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 92-95, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.08). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+    },
+    "1741": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 30, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 30, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+    },
+    "1745": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1749": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 16 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 16 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1753": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1757": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 36, there is a sharp upward trend followed by a peak and subsequent decline. This behavior indicates a nonlinear pattern that breaks the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 36, there is a sharp upward trend followed by a peak and subsequent decline. This behavior indicates a nonlinear pattern that breaks the original linear rule.\nActionID: 14"
+    },
+    "1761": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 74, there is a sudden and extreme deviation with a spike (0.28, 0.46) followed by a sharp drop (-0.68, -1.58). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 74, there is a sudden and extreme deviation with a spike (0.28, 0.46) followed by a sharp drop (-0.68, -1.58). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "1765": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a significant outlier at index 100 (-1.44). These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a significant outlier at index 100 (-1.44). These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomalies.\nActionID: 12"
+    },
+    "1769": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1773": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1777": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows a gradual drift downward, followed by a sudden spike at index 23 (0.21) and a significant spike at index 24 (0.56). This is followed by a sharp drop to -0.41 and -0.66, indicating a sudden spike anomaly. Later, the sequence transitions into a nonlinear growth pattern starting around index 90, where the values increase exponentially, deviating from the earlier trend. This suggests a nonlinear pattern anomaly. Additionally, the sequence shows irregular fluctuations and disruptions in the expected ECG pattern, which could indicate a pattern change anomaly",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows a gradual drift downward, followed by a sudden spike at index 23 (0.21) and a significant spike at index 24 (0.56). This is followed by a sharp drop to -0.41 and -0.66, indicating a sudden spike anomaly. Later, the sequence transitions into a nonlinear growth pattern starting around index 90, where the values increase exponentially, deviating from the earlier trend. This suggests a nonlinear pattern anomaly. Additionally, the sequence shows irregular fluctuations and disruptions in the expected ECG pattern, which could indicate a pattern change anomaly"
+    },
+    "1781": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "1785": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.78), and then a recovery to a more stable pattern. Later, there is a nonlinear pattern of exponential growth (e.g., 0.24 to 2.08) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.78), and then a recovery to a more stable pattern. Later, there is a nonlinear pattern of exponential growth (e.g., 0.24 to 2.08) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+    },
+    "1789": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.5, 2.72, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.5, 2.72, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+    },
+    "1793": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 41 (value 0.23) and a sharp drop at index 42 (value -1.0). This is followed by a recovery and a nonlinear growth pattern starting at index 50, where the values increase exponentially. The sequence transitions between these behaviors, indicating a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern starting at index 50.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 41 (value 0.23) and a sharp drop at index 42 (value -1.0). This is followed by a recovery and a nonlinear growth pattern starting at index 50, where the values increase exponentially. The sequence transitions between these behaviors, indicating a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern starting at index 50.\nActionID: 14"
+    },
+    "1797": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 63, where the value drops sharply to -1.05 and then further to -1.38, followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 63, where the value drops sharply to -1.05 and then further to -1.38, followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+    },
+    "1801": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1805": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1809": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 20 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 20 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1813": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.84). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.84). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but"
+    },
+    "1817": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 2 (1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 3, further emphasizing the anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 2 (1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 3, further emphasizing the anomaly.\nActionID: 9"
+    },
+    "1821": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1825": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "1829": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1833": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 39, where the values drop sharply to -0.51 and -0.62, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in certain segments, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 39, where the values drop sharply to -0.51 and -0.62, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in certain segments, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "1837": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1841": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 11 and 0.26 at index 12), abrupt drops (e.g., -0.02 at index 13 and -0.03 at index 14), and segments of fluctuating values that deviate from the expected pattern. These anomalies disrupt the normal behavior of the sequence, indicating a combination of sudden spikes and continuous deviations. However, the most prominent feature is the presence of continuous segments of irregular behavior, such as the prolonged deviation around indices 11-15 and 25-30. This suggests a Continuous Seg",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 11 and 0.26 at index 12), abrupt drops (e.g., -0.02 at index 13 and -0.03 at index 14), and segments of fluctuating values that deviate from the expected pattern. These anomalies disrupt the normal behavior of the sequence, indicating a combination of sudden spikes and continuous deviations. However, the most prominent feature is the presence of continuous segments of irregular behavior, such as the prolonged deviation around indices 11-15 and 25-30. This suggests a Continuous Seg"
+    },
+    "1845": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.74). Later, there is a nonlinear pattern with exponential growth (e.g., 0.24 to 1.38) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.74). Later, there is a nonlinear pattern with exponential growth (e.g., 0.24 to 1.38) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+    },
+    "1849": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a sharp increase in amplitude, followed by a return to normal levels, indicating an Amplitude Anomaly. Furthermore, the overall pattern of the sequence changes significantly in certain segments, such as the transition from a relatively stable pattern to a more fluctuating one, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or arrhythmias.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a sharp increase in amplitude, followed by a return to normal levels, indicating an Amplitude Anomaly. Furthermore, the overall pattern of the sequence changes significantly in certain segments, such as the transition from a relatively stable pattern to a more fluctuating one, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or arrhythmias.\nActionID: 7"
+    },
+    "1853": {
+        "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of zeros starting at index 16, which persists for a significant duration. Afterward, the sequence resumes with a fluctuating pattern, but the flatline disrupts the normal behavior of the time series. This indicates a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of zeros starting at index 16, which persists for a significant duration. Afterward, the sequence resumes with a fluctuating pattern, but the flatline disrupts the normal behavior of the time series. This indicates a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1857": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic zeros interspersed with normal values, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros, losing normal fluctuations. Toward the end, there are sudden spikes and drops, such as the value 1.38 at index 56, which deviates significantly from the surrounding values. This combination of anomalies suggests a mix of sparse anomalies, sudden flatline anomalies, and sudden spike anomalies. However, the dominant anomaly is the sudden spike at index 56.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic zeros interspersed with normal values, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros, losing normal fluctuations. Toward the end, there are sudden spikes and drops, such as the value 1.38 at index 56, which deviates significantly from the surrounding values. This combination of anomalies suggests a mix of sparse anomalies, sudden flatline anomalies, and sudden spike anomalies. However, the dominant anomaly is the sudden spike at index 56.\nActionID: 12"
+    },
+    "1861": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 5.2 to 5.4), but starting at index 40, there is a sudden and significant increase in values, peaking at 6.06. This is followed by a sharp drop back to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 5.2 to 5.4), but starting at index 40, there is a sudden and significant increase in values, peaking at 6.06. This is followed by a sharp drop back to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1865": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.14 to 0.38 to -0.68 to -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth and decay patterns, which deviate from the expected linear or periodic behavior. These characteristics suggest a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike and drop, which disrupts",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.14 to 0.38 to -0.68 to -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth and decay patterns, which deviate from the expected linear or periodic behavior. These characteristics suggest a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike and drop, which disrupts"
+    },
+    "1869": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "1873": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 17 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 17 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1877": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1881": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning (around 40.8) to a lower range (around 33.8), followed by fluctuations within a narrower range. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning (around 40.8) to a lower range (around 33.8), followed by fluctuations within a narrower range. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1885": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "1889": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 22), abrupt drops (e.g., -100.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and amplitude anomalies. However, the most prominent feature is the sudden spike at index 22, which stands out as a clear anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 22), abrupt drops (e.g., -100.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and amplitude anomalies. However, the most prominent feature is the sudden spike at index 22, which stands out as a clear anomaly.\nActionID: 12"
+    },
+    "1893": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23. This is followed by a return to a fluctuating pattern with smaller variations. The sharp increase in values at index 20-23 indicates a sudden spike anomaly, which is characteristic of machine-system anomalies where there is a temporary disruption in the system's behavior.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23. This is followed by a return to a fluctuating pattern with smaller variations. The sharp increase in values at index 20-23 indicates a sudden spike anomaly, which is characteristic of machine-system anomalies where there is a temporary disruption in the system's behavior.\nActionID: 12"
+    },
+    "1897": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting"
+    },
+    "1901": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value shifts abruptly from -1235.05 to -1055.05, deviating from the surrounding trend. This indicates a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value shifts abruptly from -1235.05 to -1055.05, deviating from the surrounding trend. This indicates a sudden spike anomaly.\nActionID: 12"
+    },
+    "1905": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+    },
+    "1909": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.09) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregular",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.09) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregular"
+    },
+    "1913": {
+        "Thought": "The time series exhibits a sudden and significant deviation in amplitude starting at index 39, where the values rapidly increase to a peak (e.g., 2.09) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is common in ECG data due to irregular heartbeats or electrical disturbances. The rest of the sequence appears to follow a relatively stable pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude starting at index 39, where the values rapidly increase to a peak (e.g., 2.09) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is common in ECG data due to irregular heartbeats or electrical disturbances. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+    },
+    "1917": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1921": {
+        "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 1 and 13.0 at index 12) and abrupt changes in amplitude, deviating from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 1 and 13.0 at index 12) and abrupt changes in amplitude, deviating from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.\nActionID: 8"
+    },
+    "1925": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 10, where the sequence transitions from a range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 10, where the sequence transitions from a range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "1929": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1933": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, disrupting the normal ECG pattern. Toward the end of the sequence, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.5 and -0.73. These characteristics indicate a combination of a sudden flatline anomaly and sudden spike anomalies, which are critical in the context of ECG data.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, disrupting the normal ECG pattern. Toward the end of the sequence, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.5 and -0.73. These characteristics indicate a combination of a sudden flatline anomaly and sudden spike anomalies, which are critical in the context of ECG data.\nActionID: 10"
+    },
+    "1937": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data.\nActionID: 0"
+    },
+    "1941": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from 10.0 and decreasing steadily to around 6.0. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from 10.0 and decreasing steadily to around 6.0. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "1945": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1949": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.68, 0.82, 0.96, 1.08, 1.32, 1.52, 1.76,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.68, 0.82, 0.96, 1.08, 1.32, 1.52, 1.76,"
+    },
+    "1953": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1957": {
+        "Thought": "The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 12-13, 19-20, 31-32, and 51-52) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal values, indicating a disruption in the expected behavior of the sensor. This pattern is characteristic of repeated flatline anomalies.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 12-13, 19-20, 31-32, and 51-52) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal values, indicating a disruption in the expected behavior of the sensor. This pattern is characteristic of repeated flatline anomalies.\nActionID: 9"
+    },
+    "1961": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 20, there is a sharp and nonlinear decline, followed by a recovery and subsequent fluctuations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 20, there is a sharp and nonlinear decline, followed by a recovery and subsequent fluctuations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1965": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 1.28), which deviates sharply from the surrounding values that generally range between 0.2 and 0.6. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 1.28), which deviates sharply from the surrounding values that generally range between 0.2 and 0.6. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.\nActionID: 12"
+    },
+    "1969": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1973": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "1977": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1981": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.42, 0.68, 0.88, 1.08, 1.38, 1.58, 1.78, 2",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.42, 0.68, 0.88, 1.08, 1.38, 1.58, 1.78, 2"
+    },
+    "1985": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1989": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.22 to -0.66. These patterns suggest a combination of sudden spikes and continuous segment anomalies. However, the most prominent anomaly is the sudden extreme drops, which are characteristic of sudden spikes.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.22 to -0.66. These patterns suggest a combination of sudden spikes and continuous segment anomalies. However, the most prominent anomaly is the sudden extreme drops, which are characteristic of sudden spikes.\nActionID: 12"
+    },
+    "1993": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values remain consistent with expected sensor readings, and no anomalies such as spikes, flatlines, or distributional changes are observed. Therefore, the sequence appears to follow a normal environmental sensor behavior.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values remain consistent with expected sensor readings, and no anomalies such as spikes, flatlines, or distributional changes are observed. Therefore, the sequence appears to follow a normal environmental sensor behavior.\nActionID: 0"
+    },
+    "1997": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "2001": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "2005": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74, 2.08) starting around index 100",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74, 2.08) starting around index 100"
+    },
+    "2009": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 1938.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 1938.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "2013": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2017": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sporadically.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sporadically.\nActionID: 8"
+    },
+    "2021": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.94, 2.1, 3.92, 4.72), which deviates from the earlier pattern. This is followed by a gradual decline and stabilization. The sequence shows a combination of sudden spikes, nonlinear growth, and potential distributional changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.94, 2.1, 3.92, 4.72), which deviates from the earlier pattern. This is followed by a gradual decline and stabilization. The sequence shows a combination of sudden spikes, nonlinear growth, and potential distributional changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear"
+    },
+    "2025": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomal",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomal"
+    },
+    "2029": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 10 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 10 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2033": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56, 0.64, 0.72, 0.84, 0",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56, 0.64, 0.72, 0.84, 0"
+    },
+    "2037": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2041": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "2045": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 33, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 33, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2049": {
+        "Thought": "The time series initially exhibits a consistent upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. However, the overall pattern transitions from a smooth upward trend to a fluctuating pattern with irregularities, indicating a disruption in the original trend. This suggests a significant change in the long-term trajectory of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a consistent upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. However, the overall pattern transitions from a smooth upward trend to a fluctuating pattern with irregularities, indicating a disruption in the original trend. This suggests a significant change in the long-term trajectory of the sequence.\nActionID: 3"
+    },
+    "2053": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.38, 1.56, 1.76) starting around index 96, which deviates from the earlier fluctuations,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.38, 1.56, 1.76) starting around index 96, which deviates from the earlier fluctuations,"
+    },
+    "2057": {
+        "Thought": "The sequence exhibits a sudden spike at index 4 (value 30.94) and index 5 (value 30.94), which are significantly higher than the surrounding values that generally range between 24 and 27. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 4 (value 30.94) and index 5 (value 30.94), which are significantly higher than the surrounding values that generally range between 24 and 27. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+    },
+    "2061": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "2065": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.46, 0.68, 0.88, 1.08, 1.36) before returning to a fluctuating baseline. This suggests a nonlinear",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.46, 0.68, 0.88, 1.08, 1.36) before returning to a fluctuating baseline. This suggests a nonlinear"
+    },
+    "2069": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2073": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2077": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal sequence.\nActionID: 0"
+    },
+    "2082": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.72 at index 11 and -0.72 at index 12), abrupt changes in amplitude, and a nonlinear pattern in certain segments (e.g., the rapid rise and fall around indices 80-90). These disruptions deviate significantly from the expected ECG pattern, indicating a potential anomaly in the sequence. The presence of these irregularities suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.72 at index 11 and -0.72 at index 12), abrupt changes in amplitude, and a nonlinear pattern in certain segments (e.g., the rapid rise and fall around indices 80-90). These disruptions deviate significantly from the expected ECG pattern, indicating a potential anomaly in the sequence. The presence of these irregularities suggests a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "2086": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2090": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2094": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay."
+    },
+    "2098": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "2102": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.49, -0.78, -0.82), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.49, -0.78, -0.82), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.\nActionID: 12"
+    },
+    "2106": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 16, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 16, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2110": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2114": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2118": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2122": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a reasonable range, but starting at index 19, there is a sudden drop to 0.0, followed by a prolonged flatline of zeros. This indicates a Sudden Flatline Anomaly. Additionally, the sequence later transitions into a gradual downward drift (e.g., from index 30 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a significant disruption in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a reasonable range, but starting at index 19, there is a sudden drop to 0.0, followed by a prolonged flatline of zeros. This indicates a Sudden Flatline Anomaly. Additionally, the sequence later transitions into a gradual downward drift (e.g., from index 30 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a significant disruption in the time series.\nActionID: 10"
+    },
+    "2126": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2130": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., 0.2 to 2.51) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the exponential-",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., 0.2 to 2.51) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the exponential-"
+    },
+    "2134": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2138": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 26, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 26, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2142": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.67, 2.01, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.67, 2.01, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "2146": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent irregular fluctuations. This behavior deviates from any linear or periodic pattern, indicating a nonlinear growth and subsequent instability. The sequence transitions into a highly erratic pattern, breaking the original trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent irregular fluctuations. This behavior deviates from any linear or periodic pattern, indicating a nonlinear growth and subsequent instability. The sequence transitions into a highly erratic pattern, breaking the original trend.\nActionID: 14"
+    },
+    "2150": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+    },
+    "2154": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.68,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.68,"
+    },
+    "2158": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.1, 1.52, 1.88, 2.08, 2.38) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.1, 1.52, 1.88, 2.08, 2.38) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "2162": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "2166": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 2532.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 2532.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2170": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 11, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2174": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2178": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2182": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "2186": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38) and index 9 (-0.68), indicating a Sudden Spike Anomaly. Later, starting around index 70, there is a significant upward drift in values, peaking at index 75 (2.01), followed by a nonlinear pattern of fluctuations, suggesting a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter part, indicating a Drift Anomaly. Given the healthcare-ECG domain, these anomalies",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38) and index 9 (-0.68), indicating a Sudden Spike Anomaly. Later, starting around index 70, there is a significant upward drift in values, peaking at index 75 (2.01), followed by a nonlinear pattern of fluctuations, suggesting a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter part, indicating a Drift Anomaly. Given the healthcare-ECG domain, these anomalies"
+    },
+    "2190": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values stabilize at a higher level (around 1.24) and do not return to the original range, indicating a gradual drift away from the original level of fluctuation. This suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values stabilize at a higher level (around 1.24) and do not return to the original range, indicating a gradual drift away from the original level of fluctuation. This suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "2194": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 59 (value 60.91), which is significantly higher than the surrounding values that generally range between 30 and 36. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 59 (value 60.91), which is significantly higher than the surrounding values that generally range between 30 and 36. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+    },
+    "2198": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 20, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 20, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2202": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2206": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.72) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.72) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "2210": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2214": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2218": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2222": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop (-0.24, -0.58), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.2, 0.24, 0",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop (-0.24, -0.58), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.2, 0.24, 0"
+    },
+    "2226": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+    },
+    "2230": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46, 0.61), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46, 0.61), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally,"
+    },
+    "2234": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1335.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1335.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2238": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.22, -1.23). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.22, -1.23). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "2242": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2246": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.\nActionID: 12"
+    },
+    "2250": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2254": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant outlier (0.52), followed by a drastic drop to -0.98 and -1.14, indicating a sudden spike anomaly. Later, the sequence shows a nonlinear growth pattern (e.g., exponential-like increase around index 90-100), followed by a return to a fluctuating pattern. The sequence also exhibits a gradual downward drift in the latter part,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant outlier (0.52), followed by a drastic drop to -0.98 and -1.14, indicating a sudden spike anomaly. Later, the sequence shows a nonlinear growth pattern (e.g., exponential-like increase around index 90-100), followed by a return to a fluctuating pattern. The sequence also exhibits a gradual downward drift in the latter part,"
+    },
+    "2258": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2262": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 47, there is a sudden and significant increase in values, peaking at 6.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.5 to 3.0). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 47, there is a sudden and significant increase in values, peaking at 6.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.5 to 3.0). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+    },
+    "2266": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.3, 1.92, 2.21, 2.56) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.3, 1.92, 2.21, 2.56) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "2270": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2274": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2278": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2282": {
+        "Thought": "The sequence exhibits a consistent and smooth decline in values over time, with no abrupt changes, spikes, or disruptions. The fluctuations are within a reasonable range, and the overall trend appears natural and expected for an environment-sensor domain. There are no indications of anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent and smooth decline in values over time, with no abrupt changes, spikes, or disruptions. The fluctuations are within a reasonable range, and the overall trend appears natural and expected for an environment-sensor domain. There are no indications of anomalies.\nActionID: 0"
+    },
+    "2286": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.42), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These extreme deviations suggest an",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.42), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These extreme deviations suggest an"
+    },
+    "2290": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (0.46) followed by a sharp drop to -0.48 and -0.64, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (0.46) followed by a sharp drop to -0.48 and -0.64, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward"
+    },
+    "2294": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregular",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregular"
+    },
+    "2298": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2302": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2306": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The sequence does not return to its original range, confirming a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The sequence does not return to its original range, confirming a Drift Anomaly.\nActionID: 11"
+    },
+    "2310": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+    },
+    "2314": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a potential change in the long-term trend. This suggests a significant shift in the trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a potential change in the long-term trend. This suggests a significant shift in the trajectory of the time series.\nActionID: 3"
+    },
+    "2318": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2322": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "2326": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2330": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2334": {
+        "Thought": "The sequence exhibits a sudden spike at index 11 (value 3.98) and index 12 (value 4.0), which are significantly higher than the surrounding values. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after. This behavior is characteristic of sudden and temporary disruptions in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 11 (value 3.98) and index 12 (value 4.0), which are significantly higher than the surrounding values. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after. This behavior is characteristic of sudden and temporary disruptions in the sequence.\nActionID: 12"
+    },
+    "2338": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 70, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.78, -1.42). This is indicative of a sudden spike anomaly, as the values deviate significantly from the expected range and then return to a more stable pattern. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 70, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.78, -1.42). This is indicative of a sudden spike anomaly, as the values deviate significantly from the expected range and then return to a more stable pattern. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+    },
+    "2342": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 17), abrupt drops (e.g., -10.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 17), abrupt drops (e.g., -10.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "2346": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "2350": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "2354": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+    },
+    "2358": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2362": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.42, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.27, 0.46, 0.7, 0.92, 1.1, 1.38, 1.56, 1.74), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.42, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.27, 0.46, 0.7, 0.92, 1.1, 1.38, 1.56, 1.74), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter"
+    },
+    "2366": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to 8.2, deviating from the initial level and indicating a gradual drift away from the normal range. This behavior is consistent with a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to 8.2, deviating from the initial level and indicating a gradual drift away from the normal range. This behavior is consistent with a Drift Anomaly.\nActionID: 11"
+    },
+    "2370": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 4 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 4 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2374": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "2378": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2382": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2386": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2390": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2394": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.01, -0.02). This indicates a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden and extreme deviations from the baseline",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.01, -0.02). This indicates a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden and extreme deviations from the baseline"
+    },
+    "2398": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme spike (0.72) followed by a sharp drop (-0.44, -0.72, -0.73). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.72, 0.78, 0.86, 0.92, 1.04, 1.18, 1.32, 1.48, 1.68,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme spike (0.72) followed by a sharp drop (-0.44, -0.72, -0.73). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.72, 0.78, 0.86, 0.92, 1.04, 1.18, 1.32, 1.48, 1.68,"
+    },
+    "2402": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1355.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1355.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2406": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "2410": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2414": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 72, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.67 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is characteristic of a Sudden Spike Anomaly. The rest of the sequence appears to return to a more stable pattern after this event.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 72, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.67 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is characteristic of a Sudden Spike Anomaly. The rest of the sequence appears to return to a more stable pattern after this event.\nActionID: 12"
+    },
+    "2418": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 47 and 0.26 at index 56), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 47 and 0.26 at index 56), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+    },
+    "2422": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 91, there is a significant and abrupt drop to -1.29, followed by a recovery, which is another Sudden Spike Anomaly. The sequence also shows a nonlinear growth pattern toward the end, deviating from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nAction",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 91, there is a significant and abrupt drop to -1.29, followed by a recovery, which is another Sudden Spike Anomaly. The sequence also shows a nonlinear growth pattern toward the end, deviating from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nAction"
+    },
+    "2426": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2430": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 87 (value 0.53), followed by a sharp drop to -0.4 and -0.75, which significantly deviates from the surrounding values. This indicates a sudden spike anomaly in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 87 (value 0.53), followed by a sharp drop to -0.4 and -0.75, which significantly deviates from the surrounding values. This indicates a sudden spike anomaly in the sequence.\nActionID: 12"
+    },
+    "2434": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 20, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 20, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly.\nActionID: 11"
+    },
+    "2438": {
+        "Thought": "The time series exhibits multiple sudden spikes in values, such as at indices 10 (43.28), 11 (50.08), 12 (50.08), 13 (50.08), 14 (50.08), 15 (50.08), 16 (50.08), 17 (50.08), 18 (50.08), 19 (50.08), 20 (50.08), 21 (50.08), 22 (50.08), 23 (50.08),",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple sudden spikes in values, such as at indices 10 (43.28), 11 (50.08), 12 (50.08), 13 (50.08), 14 (50.08), 15 (50.08), 16 (50.08), 17 (50.08), 18 (50.08), 19 (50.08), 20 (50.08), 21 (50.08), 22 (50.08), 23 (50.08),"
+    },
+    "2442": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.18, 0.38, 0.56, 0.72, 0.88, 1.04, 1.28, 1.48, 1.68, 1.8",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.18, 0.38, 0.56, 0.72, 0.88, 1.04, 1.28, 1.48, 1.68, 1.8"
+    },
+    "2446": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2450": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2454": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (12.46, 12.44, 12.32, 12.38) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (12.46, 12.44, 12.32, 12.38) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+    },
+    "2458": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 68, there is a sudden and extreme deviation with a sharp drop to -1.2 and -1.4, followed by a recovery. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the normal range and then return to a more stable pattern. Additionally, the sequence shows some irregular fluctuations afterward, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 68, there is a sudden and extreme deviation with a sharp drop to -1.2 and -1.4, followed by a recovery. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the normal range and then return to a more stable pattern. Additionally, the sequence shows some irregular fluctuations afterward, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "2462": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2466": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. Toward the end, there are irregular fluctuations and a sudden drop to -1.0, indicating another Sudden Spike Anomaly. These patterns collectively suggest a",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. Toward the end, there are irregular fluctuations and a sudden drop to -1.0, indicating another Sudden Spike Anomaly. These patterns collectively suggest a"
+    },
+    "2470": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier stable pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier stable pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.\nActionID: 14"
+    },
+    "2474": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2478": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.38), followed by a steep drop to -0.68 and -0.78. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.38), followed by a steep drop to -0.68 and -0.78. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+    },
+    "2482": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (0.52), followed by a sharp drop to -0.28 and -0.34, which disrupts the sequence further. This suggests a combination of Sudden Spike",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (0.52), followed by a sharp drop to -0.28 and -0.34, which disrupts the sequence further. This suggests a combination of Sudden Spike"
+    },
+    "2486": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1227.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1227.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2490": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine experiencing a gradual degradation or wear.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine experiencing a gradual degradation or wear.\nActionID: 11"
+    },
+    "2494": {
+        "Thought": "The value 3052.0 at index 12 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1500. This significant deviation from the normal amplitude indicates an isolated anomaly.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 3052.0 at index 12 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1500. This significant deviation from the normal amplitude indicates an isolated anomaly.\nActionID: 6"
+    },
+    "2498": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from the expected ECG waveform. Initially, there is a gradual increase followed by a sharp decline, which is not typical of a normal ECG pattern. Additionally, the sequence shows irregular fluctuations and lacks the expected periodic structure of an ECG signal. This suggests a disruption in the normal linear or periodic behavior of the ECG data.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from the expected ECG waveform. Initially, there is a gradual increase followed by a sharp decline, which is not typical of a normal ECG pattern. Additionally, the sequence shows irregular fluctuations and lacks the expected periodic structure of an ECG signal. This suggests a disruption in the normal linear or periodic behavior of the ECG data.\nActionID: 14"
+    },
+    "2502": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2506": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 50, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 50, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+    },
+    "2510": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the initial level indicates a drift anomaly, as the values do not return to the original range and instead continue to drift downward.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the initial level indicates a drift anomaly, as the values do not return to the original range and instead continue to drift downward.\nActionID: 11"
+    },
+    "2514": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.32, -1.58), which disrupts the sequence. This indicates a combination of sudden spikes and a flatline anomaly, but the most prominent feature is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.32, -1.58), which disrupts the sequence. This indicates a combination of sudden spikes and a flatline anomaly, but the most prominent feature is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2518": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.38), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change in the latter part of the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.38), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change in the latter part of the sequence.\nActionID: 14"
+    },
+    "2522": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.02, 1.28, 1.44, 1.56",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.02, 1.28, 1.44, 1.56"
+    },
+    "2526": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.78, -0.76) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.78, -0.76) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2530": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 3 (-1277.61), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 3 (-1277.61), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "2534": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and the sequence does not follow a consistent trend or periodicity. These disruptions suggest a significant deviation from the expected behavior of the sensor data. The anomalies are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and the sequence does not follow a consistent trend or periodicity. These disruptions suggest a significant deviation from the expected behavior of the sensor data. The anomalies are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.\nActionID: 13"
+    },
+    "2538": {
+        "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+    },
+    "2542": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 24, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2546": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.9, 3.61, 4.72), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.9, 3.61, 4.72), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic"
+    },
+    "2550": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28) followed by a sharp drop (-0.44 and -0.71), which disrupts the normal fluctuation pattern. Additionally, starting from index 87, there is a significant upward drift in values, peaking at 1.72, followed by a gradual decline. This indicates a combination of sudden spikes and a drift anomaly. The sequence also shows nonlinear growth in the upward drift, deviating from the original pattern. These anomalies are consistent with disruptions in ECG signals, such as arrhythmias or other irregularities",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28) followed by a sharp drop (-0.44 and -0.71), which disrupts the normal fluctuation pattern. Additionally, starting from index 87, there is a significant upward drift in values, peaking at 1.72, followed by a gradual decline. This indicates a combination of sudden spikes and a drift anomaly. The sequence also shows nonlinear growth in the upward drift, deviating from the original pattern. These anomalies are consistent with disruptions in ECG signals, such as arrhythmias or other irregularities"
+    },
+    "2554": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.38 and -1.59. These abrupt changes disrupt the normal pattern and indicate significant deviations in the sequence. Additionally, the sequence transitions back to a more stable pattern after these anomalies. This behavior is characteristic of sudden spikes and drops in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.38 and -1.59. These abrupt changes disrupt the normal pattern and indicate significant deviations in the sequence. Additionally, the sequence transitions back to a more stable pattern after these anomalies. This behavior is characteristic of sudden spikes and drops in the data.\nActionID: 12"
+    },
+    "2558": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.21, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.21, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "2562": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "2566": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.236 at index 27) and abrupt changes in amplitude. These deviations disrupt the normal fluctuation pattern, indicating the presence of isolated anomalies within the sequence. Additionally, the sequence does not follow a consistent trend or pattern, and the anomalies are not confined to a single type. However, the most prominent feature is the sudden spikes.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.236 at index 27) and abrupt changes in amplitude. These deviations disrupt the normal fluctuation pattern, indicating the presence of isolated anomalies within the sequence. Additionally, the sequence does not follow a consistent trend or pattern, and the anomalies are not confined to a single type. However, the most prominent feature is the sudden spikes.\nActionID: 12"
+    },
+    "2570": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 30-33 to a higher range of 36-39. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 30-33 to a higher range of 36-39. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.\nActionID: 4"
+    },
+    "2574": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.56, 0.92, 1.32, 1.68, 1.96, 2.28, 2.56, 2.72,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.56, 0.92, 1.32, 1.68, 1.96, 2.28, 2.56, 2.72,"
+    },
+    "2578": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.68). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.68). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2583": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 19, where the value plunges to -1458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 19, where the value plunges to -1458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2587": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "2591": {
+        "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme deviation with a sharp spike (0.22, 0.51) followed by a steep drop (-0.98, -1.42). This is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Additionally, the sequence shows a gradual recovery and drift back to the baseline, but the extreme spike and drop are the most prominent anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme deviation with a sharp spike (0.22, 0.51) followed by a steep drop (-0.98, -1.42). This is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Additionally, the sequence shows a gradual recovery and drift back to the baseline, but the extreme spike and drop are the most prominent anomalies.\nActionID: 12"
+    },
+    "2595": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 91 (0.28) and a sharp drop at index 92 (-0.38), followed by a significant drop to -1.21 at index 93. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 91 (0.28) and a sharp drop at index 92 (-0.38), followed by a significant drop to -1.21 at index 93. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+    },
+    "2599": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 66-70, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.67 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting this anomaly type.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 66-70, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.67 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting this anomaly type.\nActionID: 12"
+    },
+    "2603": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2607": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.29, 0.61) followed by a steep drop (-0.79, -1.42). This behavior is highly irregular and disrupts the normal pattern of the sequence, indicating a sudden and significant anomaly. Such spikes and drops are characteristic of Sudden Spike Anomalies in ECG data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.29, 0.61) followed by a steep drop (-0.79, -1.42). This behavior is highly irregular and disrupts the normal pattern of the sequence, indicating a sudden and significant anomaly. Such spikes and drops are characteristic of Sudden Spike Anomalies in ECG data.\nActionID: 12"
+    },
+    "2611": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2615": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2619": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2623": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2627": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2631": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 43, there is an extreme outlier (-1.08), which is a Point Anomaly. Later, the sequence transitions into a nonlinear growth pattern (e.g., exponential-like increase) around index 115, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 43, there is an extreme outlier (-1.08), which is a Point Anomaly. Later, the sequence transitions into a nonlinear growth pattern (e.g., exponential-like increase) around index 115, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 1"
+    },
+    "2635": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 68 (-1.18) and index 69 (-1.38), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 68 (-1.18) and index 69 (-1.38), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "2639": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2643": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "2648": {
+        "Thought": "The time series exhibits a nonlinear pattern with a sudden and significant deviation from the original trend. Initially, the values show a gradual increase, followed by a sharp rise and subsequent fluctuations, including a peak and subsequent decline. This behavior deviates from a linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with a sudden and significant deviation from the original trend. Initially, the values show a gradual increase, followed by a sharp rise and subsequent fluctuations, including a peak and subsequent decline. This behavior deviates from a linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2652": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1335.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1335.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2656": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.66, 2.01, 2.28) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.66, 2.01, 2.28) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "2660": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with peaks reaching as high as 55.28. This abrupt change in the statistical properties, including the mean and variance, indicates a shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with peaks reaching as high as 55.28. This abrupt change in the statistical properties, including the mean and variance, indicates a shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2664": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 24, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 24, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2668": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2672": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "2676": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2680": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+    },
+    "2684": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "2688": {
+        "Thought": "The value 0.0 at index 1 is a significant deviation from the surrounding data points, which generally range between 130 and 160. This isolated drop to 0.0 is highly anomalous and disrupts the normal pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 0.0 at index 1 is a significant deviation from the surrounding data points, which generally range between 130 and 160. This isolated drop to 0.0 is highly anomalous and disrupts the normal pattern of the sequence.\nActionID: 1"
+    },
+    "2692": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2696": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "2700": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 30 (value 1.24) and a subsequent sharp increase to 1.56 at index 31. This is followed by a nonlinear pattern of fluctuations, including exponential-like growth and irregular oscillations. The sequence also shows a sudden drop at index 56 (value 0.28) and a subsequent downward trend. These characteristics suggest a combination of drift, sudden spikes, and nonlinear pattern anomalies. However, the dominant anomaly appears to be the nonlinear pattern anomaly due to the significant deviation from the expected",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 30 (value 1.24) and a subsequent sharp increase to 1.56 at index 31. This is followed by a nonlinear pattern of fluctuations, including exponential-like growth and irregular oscillations. The sequence also shows a sudden drop at index 56 (value 0.28) and a subsequent downward trend. These characteristics suggest a combination of drift, sudden spikes, and nonlinear pattern anomalies. However, the dominant anomaly appears to be the nonlinear pattern anomaly due to the significant deviation from the expected"
+    },
+    "2704": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2708": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2712": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 55 to 59, where the values plummet to -1.24, -1.51, -1.0, -0.7, and -0.52, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 55 to 59, where the values plummet to -1.24, -1.51, -1.0, -0.7, and -0.52, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2716": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "2720": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., from 0.06 to 1.38), followed by a downward drift (e.g., from 1.38 to -0.28), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns, particularly in the middle segment, which deviates from the original linear or periodic behavior",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., from 0.06 to 1.38), followed by a downward drift (e.g., from 1.38 to -0.28), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns, particularly in the middle segment, which deviates from the original linear or periodic behavior"
+    },
+    "2725": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors"
+    },
+    "2729": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2733": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.38), which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.38), which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.\nActionID: 12"
+    },
+    "2737": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.74), followed by a flatline segment (e.g., 0.0 to -0.01). Later, there is a significant upward drift (e.g., 0.18 to 2.51) and subsequent nonlinear fluctuations (e.g., 2.51 to 3.04). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anom",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.74), followed by a flatline segment (e.g., 0.0 to -0.01). Later, there is a significant upward drift (e.g., 0.18 to 2.51) and subsequent nonlinear fluctuations (e.g., 2.51 to 3.04). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anom"
+    },
+    "2741": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2745": {
+        "Thought": "The time series initially fluctuates around a higher range (approximately 120-130) but then exhibits a gradual downward drift starting around index 16, where the values consistently decrease and stabilize at a lower range (approximately 100-110). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 120-130) but then exhibits a gradual downward drift starting around index 16, where the values consistently decrease and stabilize at a lower range (approximately 100-110). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2749": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the sequence does not return to its original range and continues to drift lower. This behavior is characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the sequence does not return to its original range and continues to drift lower. This behavior is characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2753": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 7 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 7 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2757": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.21 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.21 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG"
+    },
+    "2761": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.02, 1.28) after the spike, which deviates from",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.02, 1.28) after the spike, which deviates from"
+    },
+    "2765": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 19 (value 0.53) followed by a sharp drop at index 20 (value -0.38) and index 21 (value -0.68), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden spike at index 87 (value 0.68) and a sharp drop at index 88 (value -0.44). These sudden spikes and drops are characteristic of Sudden Spike Anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 19 (value 0.53) followed by a sharp drop at index 20 (value -0.38) and index 21 (value -0.68), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden spike at index 87 (value 0.68) and a sharp drop at index 88 (value -0.44). These sudden spikes and drops are characteristic of Sudden Spike Anomalies.\nActionID: 12"
+    },
+    "2769": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "2773": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "2777": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2781": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 24, where the value plummets to 0.0, which is significantly lower than the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 24, where the value plummets to 0.0, which is significantly lower than the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "2785": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2789": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2793": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 40, reaching a peak at index 55. This is followed by a rapid decline and a nonlinear pattern of fluctuations. The sequence transitions from a linear trend to a nonlinear pattern, breaking the original linear rule. This indicates a significant deviation from the expected behavior of the machine-system.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 40, reaching a peak at index 55. This is followed by a rapid decline and a nonlinear pattern of fluctuations. The sequence transitions from a linear trend to a nonlinear pattern, breaking the original linear rule. This indicates a significant deviation from the expected behavior of the machine-system.\nActionID: 14"
+    },
+    "2797": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -1.11 and -1.53. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -1.11 and -1.53. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2801": {
+        "Thought": "The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "2805": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are two isolated spikes at indices 58 and 59 (values 12.34 and 12.32, respectively), which significantly deviate from the surrounding flatline pattern. These sporadic high values disrupt the otherwise consistent flatline.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are two isolated spikes at indices 58 and 59 (values 12.34 and 12.32, respectively), which significantly deviate from the surrounding flatline pattern. These sporadic high values disrupt the otherwise consistent flatline.\nActionID: 8"
+    },
+    "2809": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.28, 2.56) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.28, 2.56) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+    },
+    "2813": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+    },
+    "2817": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2821": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2825": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 21 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 21 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2829": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 43, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 43, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+    },
+    "2833": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2837": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.08) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.08) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "2841": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 86, where the values drop sharply to -0.51 and then further to -0.73, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregularities in the earlier part, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 86, where the values drop sharply to -0.51 and then further to -0.73, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregularities in the earlier part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "2845": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2849": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2853": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74, 1.98, 2.18) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74, 1.98, 2.18) starting"
+    },
+    "2857": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (-0.92, -1.11). This indicates a sudden spike anomaly. Additionally, the sequence later transitions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (-0.92, -1.11). This indicates a sudden spike anomaly. Additionally, the sequence later transitions"
+    },
+    "2861": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 0.51), followed by a nonlinear pattern of exponential growth (e.g., 0.51 to 2.11) and subsequent decay. This indicates a combination of Drift Anomaly and Nonlinear Pattern Anomaly. Additionally, the sequence shows irregular fluctuations and disru",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 0.51), followed by a nonlinear pattern of exponential growth (e.g., 0.51 to 2.11) and subsequent decay. This indicates a combination of Drift Anomaly and Nonlinear Pattern Anomaly. Additionally, the sequence shows irregular fluctuations and disru"
+    },
+    "2865": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2869": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61), followed by a sharp drop to -0.48 and -0.68, indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61), followed by a sharp drop to -0.48 and -0.68, indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern"
+    },
+    "2873": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 0.05 to 0.07. However, starting at index 16, there is a noticeable drop in values, followed by a gradual downward drift in the overall level of the sequence. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 0.05 to 0.07. However, starting at index 16, there is a noticeable drop in values, followed by a gradual downward drift in the overall level of the sequence. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2877": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 87 (-1.28) and index 88 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 87 (-1.28) and index 88 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2881": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.\nActionID: 11"
+    },
+    "2885": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -1.08, followed by a rapid recovery and a sharp increase to 0.41 and 0.68. This behavior indicates a sudden spike anomaly, as the values deviate significantly from the surrounding pattern and then return to the normal range. Such anomalies in ECG data could represent irregular heartbeats or other transient cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -1.08, followed by a rapid recovery and a sharp increase to 0.41 and 0.68. This behavior indicates a sudden spike anomaly, as the values deviate significantly from the surrounding pattern and then return to the normal range. Such anomalies in ECG data could represent irregular heartbeats or other transient cardiac events.\nActionID: 12"
+    },
+    "2889": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 97, there is a significant and abrupt drop to -0.59, followed by a recovery, which is another Sudden Spike Anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 90-95, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 97, there is a significant and abrupt drop to -0.59, followed by a recovery, which is another Sudden Spike Anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 90-95, which deviates from the"
+    },
+    "2893": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.58 and -0.73, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.58 and -0.73, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "2897": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2901": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.57, followed by a recovery. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.57, followed by a recovery. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2905": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2909": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.96, 2.49, 2.96) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.96, 2.49, 2.96) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also"
+    },
+    "2913": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 2252.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 2252.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2917": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.06, 0.12, 0.18, 0.24, 0.32, 0.42) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.06, 0.12, 0.18, 0.24, 0.32, 0.42) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+    },
+    "2921": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 74 (-1.28) and index 75 (-1.41), which significantly deviates from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. Such behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 74 (-1.28) and index 75 (-1.41), which significantly deviates from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. Such behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2925": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "2929": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline of zeros starting at index 16, disrupting the normal fluctuations. Afterward, the sequence resumes with irregular fluctuations and a sudden spike at index 39 (value 1.0). These patterns indicate a combination of drift, sudden flatline, and sudden spike anomalies. However, the most prominent anomaly is the sudden flatline, as it significantly disrupts the sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline of zeros starting at index 16, disrupting the normal fluctuations. Afterward, the sequence resumes with irregular fluctuations and a sudden spike at index 39 (value 1.0). These patterns indicate a combination of drift, sudden flatline, and sudden spike anomalies. However, the most prominent anomaly is the sudden flatline, as it significantly disrupts the sequence.\nActionID: 10"
+    },
+    "2933": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "2937": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2941": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+    },
+    "2945": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 17, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 17, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2949": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2953": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.18), indicating sudden spikes and drops. Later, starting around index 68, there is a significant upward drift in values, peaking at index 73 (2.51), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern also shows nonlinear growth and decay, deviating from a linear trend. Given the healthcare-ECG",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.18), indicating sudden spikes and drops. Later, starting around index 68, there is a significant upward drift in values, peaking at index 73 (2.51), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern also shows nonlinear growth and decay, deviating from a linear trend. Given the healthcare-ECG"
+    },
+    "2957": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.02, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.02, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "2961": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2965": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "2969": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 16, there is a sudden and significant drop to 27.0, followed by a sharp decline to 23.0 and then a further drop to 19.0. This abrupt change in the statistical properties, including the mean and variance, indicates a clear disruption in the sequence. After this drop, the sequence gradually recovers and stabilizes at a lower range (approximately 27-30). This behavior suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 16, there is a sudden and significant drop to 27.0, followed by a sharp decline to 23.0 and then a further drop to 19.0. This abrupt change in the statistical properties, including the mean and variance, indicates a clear disruption in the sequence. After this drop, the sequence gradually recovers and stabilizes at a lower range (approximately 27-30). This behavior suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "2973": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme spike (0.52) followed by a sharp drop (-0.42, -0.58), which further supports the presence of Sudden Spike Anomalies. The sequence then stabilizes but later shows another significant spike (0.22, 0",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme spike (0.52) followed by a sharp drop (-0.42, -0.58), which further supports the presence of Sudden Spike Anomalies. The sequence then stabilizes but later shows another significant spike (0.22, 0"
+    },
+    "2977": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "2981": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "2985": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 43. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 43 to 49 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 43. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 43 to 49 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike"
+    },
+    "2989": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2993": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2997": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.68,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.68,"
+    },
+    "3001": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "3005": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 93 to 96, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 93 to 96, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3009": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.\nActionID: 0"
+    },
+    "3013": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "3017": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "3021": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.62, -1.72, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.62 to -1.51. These patterns suggest a combination of sudden spikes and continuous segment anomalies, which are common in ECG data when abnormal heart activity occurs.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.62, -1.72, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.62 to -1.51. These patterns suggest a combination of sudden spikes and continuous segment anomalies, which are common in ECG data when abnormal heart activity occurs.\nActionID: 12"
+    },
+    "3025": {
+        "Thought": "The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "3029": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 13 (-1.18) and index 14 (-1.48), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 13 (-1.18) and index 14 (-1.48), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3033": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "3037": {
+        "Thought": "The sequence initially exhibits normal fluctuations, but starting at index 16, it transitions into a flatline of zeros, losing all normal fluctuations and variability. This abrupt change indicates a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits normal fluctuations, but starting at index 16, it transitions into a flatline of zeros, losing all normal fluctuations and variability. This abrupt change indicates a sudden flatline anomaly.\nActionID: 10"
+    },
+    "3041": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 27, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 27, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.\nActionID: 4"
+    },
+    "3045": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "3049": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual decline in values over time. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend and vice versa. This indicates a disruption in the original periodic behavior.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual decline in values over time. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend and vice versa. This indicates a disruption in the original periodic behavior.\nActionID: 2"
+    },
+    "3053": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3057": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.54, -1.7, -1.1, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.54, -1.7, -1.1, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3061": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "3065": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "3069": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "3073": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3077": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+    },
+    "3081": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 87, where the value drops sharply to -1.11 and then further to -1.41, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no consistent long-term trend or pattern disruption, and the anomaly is isolated to this specific point.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 87, where the value drops sharply to -1.11 and then further to -1.41, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no consistent long-term trend or pattern disruption, and the anomaly is isolated to this specific point.\nActionID: 12"
+    },
+    "3085": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 87 (0.28) and the sharp drop at index 88 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 87 (0.28) and the sharp drop at index 88 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "3089": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "3093": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 30, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 30, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.\nActionID: 4"
+    },
+    "3097": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "3101": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 1.71) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 1.71) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the"
+    },
+    "3105": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+    },
+    "3109": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3113": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "3117": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3121": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp drop at index 31 (from -122.3 to -139.3), which significantly deviates from the surrounding values. This is followed by a recovery and stabilization, but the sharp drop at index 31 is a clear anomaly. This behavior indicates a sudden spike or drop in the data, characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp drop at index 31 (from -122.3 to -139.3), which significantly deviates from the surrounding values. This is followed by a recovery and stabilization, but the sharp drop at index 31 is a clear anomaly. This behavior indicates a sudden spike or drop in the data, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3125": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.48, 2.68) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.48, 2.68) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anom"
+    },
+    "3129": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme deviation with a spike (0.26, 0.61) followed by a sharp drop (-0.49, -1.58). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme deviation with a spike (0.26, 0.61) followed by a sharp drop (-0.49, -1.58). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "3133": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 30 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual decline. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent deviation from the original trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 30 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual decline. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent deviation from the original trend.\nActionID: 14"
+    },
+    "3137": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3141": {
+        "Thought": "The time series initially fluctuates around a higher range (approximately 120-130) but then exhibits a significant downward shift starting at index 10, where the values stabilize around a lower range (approximately 100-110). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 120-130) but then exhibits a significant downward shift starting at index 10, where the values stabilize around a lower range (approximately 100-110). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "3145": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "3149": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.08, 1.38, 1.58, 1.7",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.08, 1.38, 1.58, 1.7"
+    },
+    "3153": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "3157": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "3161": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3165": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.78, -1.04). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.78, -1.04). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally"
+    },
+    "3169": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "3173": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 70, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.42). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 70, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.42). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "3177": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 33, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 33, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3181": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, decline, and recovery, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, decline, and recovery, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3185": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3189": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.9), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.94, 1.9, 2.69, 3.21, 3.61) and subsequent nonlinear fluctuations, deviating from the original pattern. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the non",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.9), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.94, 1.9, 2.69, 3.21, 3.61) and subsequent nonlinear fluctuations, deviating from the original pattern. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the non"
+    },
+    "3193": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35, but starting at index 13, there is a sudden and significant increase in values, peaking at 50.25. This is followed by a return to the original range, but with some irregular fluctuations. The abrupt spike at index 13 and subsequent return to normal levels indicate a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35, but starting at index 13, there is a sudden and significant increase in values, peaking at 50.25. This is followed by a return to the original range, but with some irregular fluctuations. The abrupt spike at index 13 and subsequent return to normal levels indicate a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3197": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "3201": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "3205": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.68, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence transitions into a grad",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.68, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence transitions into a grad"
+    },
+    "3209": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3213": {
+        "Thought": "The sequence exhibits a sudden spike at index 4 (value 40.94), which significantly deviates from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 4 (value 40.94), which significantly deviates from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3217": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.\nActionID: 8"
+    },
+    "3221": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude and direction, including extreme positive and negative values. These deviations disrupt any consistent pattern or trend, indicating a nonlinear and irregular behavior that breaks the original linear or predictable rule. This suggests the presence of nonlinear changes in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude and direction, including extreme positive and negative values. These deviations disrupt any consistent pattern or trend, indicating a nonlinear and irregular behavior that breaks the original linear or predictable rule. This suggests the presence of nonlinear changes in the sequence.\nActionID: 14"
+    },
+    "3225": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3229": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3233": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3237": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.5, 2.5, 3.11, 3.61) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.01 to -0.22",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.5, 2.5, 3.11, 3.61) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.01 to -0.22"
+    },
+    "3241": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3245": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 43 (-1.38) and index 44 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 43 (-1.38) and index 44 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3249": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "3253": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.62, -0.58, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.3, 1.66, 2.01, 2.26, 2.46), followed by a return to a decreasing trend, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g.,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.62, -0.58, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.3, 1.66, 2.01, 2.26, 2.46), followed by a return to a decreasing trend, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g.,"
+    },
+    "3257": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.26, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.26, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0"
+    },
+    "3261": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3265": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values appear to follow a consistent trend with normal variability, and no specific anomaly type is evident.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values appear to follow a consistent trend with normal variability, and no specific anomaly type is evident.\nActionID: 0"
+    },
+    "3269": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3273": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.01, 2.36, 2.56, 2.72, 2.96), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.01, 2.36, 2.56, 2.72, 2.96), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+    },
+    "3277": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 136.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 136.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3281": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3285": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present.\nActionID: 0"
+    },
+    "3289": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a sudden and sharp increase in values starting at index 10, peaking at index 13, and then returning to a decreasing trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a sudden and sharp increase in values starting at index 10, peaking at index 13, and then returning to a decreasing trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "3293": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3297": {
+        "Thought": "The sequence initially exhibits a stable pattern with minor fluctuations around 3.0, but starting at index 16, there is a gradual upward drift in the values, reaching a peak around 4.0. Afterward, the values stabilize and fluctuate within a narrower range, but the overall trend shows a gradual drift away from the original level. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with minor fluctuations around 3.0, but starting at index 16, there is a gradual upward drift in the values, reaching a peak around 4.0. Afterward, the values stabilize and fluctuate within a narrower range, but the overall trend shows a gradual drift away from the original level. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3301": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.08), indicating a sudden spike anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at index 83 (2.11), which deviates from the surrounding values, indicating a drift anomaly. Furthermore, the overall pattern of the sequence changes significantly, with nonlinear fluctuations and irregularities, suggesting a nonlinear pattern anomaly. Given the healthcare-",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.08), indicating a sudden spike anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at index 83 (2.11), which deviates from the surrounding values, indicating a drift anomaly. Furthermore, the overall pattern of the sequence changes significantly, with nonlinear fluctuations and irregularities, suggesting a nonlinear pattern anomaly. Given the healthcare-"
+    },
+    "3305": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence"
+    },
+    "3309": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 22 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3313": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.32, 1.52, 1.72, 1.98, 2.18) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.32, 1.52, 1.72, 1.98, 2.18) starting"
+    },
+    "3317": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 1365.01), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 1365.01), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3321": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to fluctuate irregularly, deviating from the earlier smooth trend. This indicates a potential change in the pattern of the time series.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to fluctuate irregularly, deviating from the earlier smooth trend. This indicates a potential change in the pattern of the time series.\nActionID: 7"
+    },
+    "3325": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.35 at index 10), abrupt drops (e.g., -125.11 at index 12), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.35 at index 10), abrupt drops (e.g., -125.11 at index 12), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "3329": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.58 to -1.21), followed by a recovery to a stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.21), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.58 to -1.21), followed by a recovery to a stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.21), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the"
+    },
+    "3333": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 96 (0.28) and a sharp drop at index 97 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike and drop.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 96 (0.28) and a sharp drop at index 97 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+    },
+    "3337": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+    },
+    "3341": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.22, 0.27, 0.34, 0.41, 0.51, 0.61, 0.74, 0.81, 0.91,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.22, 0.27, 0.34, 0.41, 0.51, 0.61, 0.74, 0.81, 0.91,"
+    },
+    "3345": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "3349": {
+        "Thought": "The sequence contains a segment of repeated values (12851.44) from index 2 to 4, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains a segment of repeated values (12851.44) from index 2 to 4, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "3353": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3357": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 74, where the values rapidly increase to a peak (e.g., 2.21) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 74, where the values rapidly increase to a peak (e.g., 2.21) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+    },
+    "3361": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "3365": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "3369": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 and 30, where the values jump to 13651.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 and 30, where the values jump to 13651.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "3373": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "3377": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "3381": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+    },
+    "3385": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.08, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.08, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "3389": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3393": {
+        "Thought": "The sequence exhibits a sudden spike at index 50 (value 0.1), which deviates significantly from the surrounding values that generally range between 0.02 and 0.06. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 50 (value 0.1), which deviates significantly from the surrounding values that generally range between 0.02 and 0.06. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3397": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.22). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 1.9",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.22). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 1.9"
+    },
+    "3401": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3405": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 33, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 33, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3409": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.17, 0.22, 0.27, 0.34, 0.41, 0.51, 0.61, 0.74, 0.84,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.17, 0.22, 0.27, 0.34, 0.41, 0.51, 0.61, 0.74, 0.84,"
+    },
+    "3413": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes, nonlinear growth, and potential distributional changes. The sequence also shows irregular fluctuations and disruptions in the expected ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes, nonlinear growth, and potential distributional changes. The sequence also shows irregular fluctuations and disruptions in the expected ECG pattern.\nActionID: 14"
+    },
+    "3417": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3421": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+    },
+    "3425": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (value 0.27) and a significant spike at index 20 (value 0.64). Afterward, the sequence transitions into a nonlinear growth pattern, with values increasing exponentially until index 26 (value 1.24). This is followed by a sharp drop and a return to a fluctuating pattern. The sequence contains a combination of drift, sudden spikes, and nonlinear growth, disrupting the normal behavior of the machine-system.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (value 0.27) and a significant spike at index 20 (value 0.64). Afterward, the sequence transitions into a nonlinear growth pattern, with values increasing exponentially until index 26 (value 1.24). This is followed by a sharp drop and a return to a fluctuating pattern. The sequence contains a combination of drift, sudden spikes, and nonlinear growth, disrupting the normal behavior of the machine-system.\nActionID: 14"
+    },
+    "3429": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3433": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (14.06, 13.96, 13.92, 13.88, 13.84) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (14.06, 13.96, 13.92, 13.88, 13.84) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+    },
+    "3437": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11637.44) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11637.44) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "3441": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior is indicative of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior is indicative of a drift anomaly.\nActionID: 11"
+    },
+    "3445": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3449": {
+        "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This flatline persists for a significant duration, indicating a loss of normal sensor activity or a malfunction.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This flatline persists for a significant duration, indicating a loss of normal sensor activity or a malfunction.\nActionID: 10"
+    },
+    "3453": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3457": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.26 and 0.46, and the drop to -1.38 and -1.56, which disrupt the sequence. These abrupt changes are characteristic of sudden spikes or drops in the data, indicating transient anomalies. Additionally, the sequence does not exhibit a consistent pattern or trend, but the primary anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.26 and 0.46, and the drop to -1.38 and -1.56, which disrupt the sequence. These abrupt changes are characteristic of sudden spikes or drops in the data, indicating transient anomalies. Additionally, the sequence does not exhibit a consistent pattern or trend, but the primary anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "3461": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 26 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 26 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+    },
+    "3465": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.11, 3.78, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.11, 3.78, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a"
+    },
+    "3469": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3473": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, likely due to system instability or external factors.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, likely due to system instability or external factors.\nActionID: 2"
+    },
+    "3477": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+    },
+    "3481": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3485": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3489": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "3493": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44 and -0.78), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., from index 96 to 104, where values increase rapidly to 2.08 and then decrease), breaking the original linear or stable pattern. This suggests a combination of sudden spike anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44 and -0.78), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., from index 96 to 104, where values increase rapidly to 2.08 and then decrease), breaking the original linear or stable pattern. This suggests a combination of sudden spike anom"
+    },
+    "3497": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.86, 1.02, 1.28, 1.44, 1.68) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.86, 1.02, 1.28, 1.44, 1.68) starting"
+    },
+    "3501": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3505": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3509": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "3513": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 59-63, where the sequence transitions from relatively small fluctuations to extreme values such as 0.25, 0.63, -0.65, and -1.43. This abrupt change disrupts the normal pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting the classification as a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 59-63, where the sequence transitions from relatively small fluctuations to extreme values such as 0.25, 0.63, -0.65, and -1.43. This abrupt change disrupts the normal pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting the classification as a temporary disruption.\nActionID: 12"
+    },
+    "3517": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "3521": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3525": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3529": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1535.06), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1535.06), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3533": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3537": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "3541": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "3545": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "3549": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3553": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.41), followed by a sharp drop at index 13 (-1.38) and index 14 (-1.59), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 90 (0.76) and peaking at index 93 (2.38), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.41), followed by a sharp drop at index 13 (-1.38) and index 14 (-1.59), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 90 (0.76) and peaking at index 93 (2.38), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.\nActionID: 14"
+    },
+    "3557": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+    },
+    "3561": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.42, -0.72). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.38, 0.56, 0.72, 0.84, 0.92) around index 60, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.42, -0.72). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.38, 0.56, 0.72, 0.84, 0.92) around index 60, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+    },
+    "3565": {
+        "Thought": "The value 50.2 at index 42 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 42 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "3569": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "3573": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "3577": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3581": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "3586": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 27 and 0.26 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 27 and 0.26 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+    },
+    "3590": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data follows a predictable and smooth trajectory, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data follows a predictable and smooth trajectory, indicating no anomalies.\nActionID: 0"
+    },
+    "3594": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 15.0 at index 11 and 16.0 at index 27), abrupt changes in amplitude, and inconsistent fluctuations. These disruptions deviate from any consistent pattern, indicating a significant anomaly in the sequence. The presence of these irregularities suggests a combination of sudden spikes and potential distributional changes. However, the most prominent feature is the sudden spikes, which stand out as the primary anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 15.0 at index 11 and 16.0 at index 27), abrupt changes in amplitude, and inconsistent fluctuations. These disruptions deviate from any consistent pattern, indicating a significant anomaly in the sequence. The presence of these irregularities suggests a combination of sudden spikes and potential distributional changes. However, the most prominent feature is the sudden spikes, which stand out as the primary anomaly.\nActionID: 12"
+    },
+    "3598": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). This indicates a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (-1.08), which is a Point Anomaly. The sequence then transitions into a gradual upward drift (e",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). This indicates a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (-1.08), which is a Point Anomaly. The sequence then transitions into a gradual upward drift (e"
+    },
+    "3602": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "3606": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+    },
+    "3610": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "3614": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "3618": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 20 (value 1951.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 20 (value 1951.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "3622": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "3626": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "3630": {
+        "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant single-point deviations, abrupt changes in trend, or flatline segments. The sequence appears to have a high degree of variability, but it does not exhibit any specific anomaly type such as a sudden spike, flatline, or distributional change. This variability could be attributed to the nature of the domain (Twitter-Ticker_Symbol) and the potential presence of noise or natural variability in the data. Overall, the sequence does not exhibit a clear anomaly type.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant single-point deviations, abrupt changes in trend, or flatline segments. The sequence appears to have a high degree of variability, but it does not exhibit any specific anomaly type such as a sudden spike, flatline, or distributional change. This variability could be attributed to the nature of the domain (Twitter-Ticker_Symbol) and the potential presence of noise or natural variability in the data. Overall, the sequence does not exhibit a clear anomaly type.\nActionID: 0"
+    },
+    "3634": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.5. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.5. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3638": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3642": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3646": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.51 to -0.72), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.24 to 2.51) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes, nonlinear growth, and potential distributional changes. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence, which breaks the original trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.51 to -0.72), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.24 to 2.51) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes, nonlinear growth, and potential distributional changes. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence, which breaks the original trend.\nActionID: 14"
+    },
+    "3650": {
+        "Thought": "The value 22.0 at index 11 is a significant outlier compared to the surrounding values, which mostly range between 4.0 and 12.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 22.0 at index 11 is a significant outlier compared to the surrounding values, which mostly range between 4.0 and 12.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "3654": {
+        "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+    },
+    "3658": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., from index 60 onward, values decrease steadily), indicating a Drift",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., from index 60 onward, values decrease steadily), indicating a Drift"
+    },
+    "3662": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "3666": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3670": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3674": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "3678": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3682": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 27 (-1.38) and index 28 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 86 (1.02) and peaking at index 89 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 27 (-1.38) and index 28 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 86 (1.02) and peaking at index 89 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non"
+    },
+    "3686": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3690": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+    },
+    "3694": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3698": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "3702": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3706": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3710": {
+        "Thought": "The time series initially exhibits a consistent upward trend, peaking around index 16, followed by a gradual decline. However, starting at index 30, the sequence transitions into a flatline of repeated values (122.0) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly in the system.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a consistent upward trend, peaking around index 16, followed by a gradual decline. However, starting at index 30, the sequence transitions into a flatline of repeated values (122.0) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly in the system.\nActionID: 10"
+    },
+    "3714": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.4, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.4, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "3718": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.18), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.21), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nAction",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.18), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.21), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nAction"
+    },
+    "3722": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3726": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.32, 1.68, 2.08, 2.36) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.32, 1.68, 2.08, 2.36) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These"
+    },
+    "3730": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+    },
+    "3734": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3738": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3742": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 152.0 at index 17), abrupt drops (e.g., -102.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and drops. However, the most prominent anomaly is the sudden spike at index 17, which stands out as a significant deviation from the surrounding values.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 152.0 at index 17), abrupt drops (e.g., -102.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and drops. However, the most prominent anomaly is the sudden spike at index 17, which stands out as a significant deviation from the surrounding values.\nActionID: 12"
+    },
+    "3746": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 10, there is a sudden increase in values, peaking at 5.0, followed by a return to the original range. This indicates a temporary disruption in the sequence caused by a sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 10, there is a sudden increase in values, peaking at 5.0, followed by a return to the original range. This indicates a temporary disruption in the sequence caused by a sudden spike.\nActionID: 12"
+    },
+    "3750": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3754": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3758": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "3762": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22) followed by a sharp drop (-0.09) and a significant outlier (-0.51). This is followed by a recovery and a gradual upward drift, indicating a combination of sudden spikes, amplitude anomalies, and drift anomalies. The sharp drop and recovery are particularly indicative of sudden spikes and amplitude anomalies. Additionally, the upward drift suggests a drift anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or other",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22) followed by a sharp drop (-0.09) and a significant outlier (-0.51). This is followed by a recovery and a gradual upward drift, indicating a combination of sudden spikes, amplitude anomalies, and drift anomalies. The sharp drop and recovery are particularly indicative of sudden spikes and amplitude anomalies. Additionally, the upward drift suggests a drift anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or other"
+    },
+    "3766": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3770": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 33, there is a sudden and significant increase in values, peaking at 52.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 33, there is a sudden and significant increase in values, peaking at 52.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+    },
+    "3774": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.84, 1.08, 1.32, 1.56, 1.88, 2.08, 2",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.84, 1.08, 1.32, 1.56, 1.88, 2.08, 2"
+    },
+    "3778": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 19, where the value (-1255.98) deviates sharply from the surrounding values, which are generally in the range of -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 19, where the value (-1255.98) deviates sharply from the surrounding values, which are generally in the range of -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3782": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3786": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3790": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "3794": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3798": {
+        "Thought": "The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+    },
+    "3802": {
+        "Thought": "The sequence exhibits a consistent downward trend with minor fluctuations, but no significant deviations, disruptions, or irregularities are observed. The pattern appears smooth and predictable, consistent with a normal machine-system behavior.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with minor fluctuations, but no significant deviations, disruptions, or irregularities are observed. The pattern appears smooth and predictable, consistent with a normal machine-system behavior.\nActionID: 0"
+    },
+    "3806": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 20, there is a noticeable downward trend, with values gradually decreasing to around 110-120. This indicates a gradual drift away from the original level, suggesting a systematic deviation from the normal range.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 20, there is a noticeable downward trend, with values gradually decreasing to around 110-120. This indicates a gradual drift away from the original level, suggesting a systematic deviation from the normal range.\nActionID: 11"
+    },
+    "3810": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+    },
+    "3814": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.28, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.28, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "3818": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 30, the values abruptly transition into a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 30, the values abruptly transition into a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.\nActionID: 10"
+    },
+    "3822": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "3826": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "3830": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 11, there is a sudden spike to 23.22, which is significantly higher than the surrounding values. Additionally, at index 13, the value drops to 0.0, creating a sudden flatline anomaly. These disruptions indicate a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the most prominent anomaly is the sudden spike at index 11.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 11, there is a sudden spike to 23.22, which is significantly higher than the surrounding values. Additionally, at index 13, the value drops to 0.0, creating a sudden flatline anomaly. These disruptions indicate a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the most prominent anomaly is the sudden spike at index 11.\nActionID: 12"
+    },
+    "3834": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38) starting around index 112, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38) starting around index 112, which deviates from the"
+    },
+    "3838": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3842": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.\nActionID: 14"
+    },
+    "3846": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3850": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+    },
+    "3854": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 10, peaking at index 13 (1.04), and then returning to a downward trend. This sharp increase disrupts the overall pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 10, peaking at index 13 (1.04), and then returning to a downward trend. This sharp increase disrupts the overall pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3858": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3862": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3866": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "3870": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3874": {
+        "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 11 and 13.0 at index 18) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 11 and 13.0 at index 18) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.\nActionID: 8"
+    },
+    "3878": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "3882": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 33, there is a noticeable downward trend, with values gradually decreasing and stabilizing at a lower range (approximately 4.0 to 4.5). This indicates a gradual drift away from the original level, suggesting a systematic deviation over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 33, there is a noticeable downward trend, with values gradually decreasing and stabilizing at a lower range (approximately 4.0 to 4.5). This indicates a gradual drift away from the original level, suggesting a systematic deviation over time.\nActionID: 11"
+    },
+    "3886": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase starting at index 16, where the values jump from around -1.0 to 0.0 and then continue to rise significantly. This abrupt change in the long-term trend indicates a sudden shift in the trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase starting at index 16, where the values jump from around -1.0 to 0.0 and then continue to rise significantly. This abrupt change in the long-term trend indicates a sudden shift in the trajectory of the time series.\nActionID: 3"
+    },
+    "3890": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests significant disruptions in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests significant disruptions in the ECG signal.\nActionID: 12"
+    },
+    "3894": {
+        "Thought": "The value 1565.0 at index 16 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1300. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 1565.0 at index 16 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1300. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+    },
+    "3898": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+    },
+    "3902": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3906": {
+        "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "3910": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 120-130 to a much higher range of 150-160. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 120-130 to a much higher range of 150-160. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "3914": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+    },
+    "3918": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "3922": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.3, 12.28) amidst a majority of zeros, disrupting the otherwise flat pattern. These isolated spikes appear irregularly and do not follow a consistent pattern, indicating sparse anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.3, 12.28) amidst a majority of zeros, disrupting the otherwise flat pattern. These isolated spikes appear irregularly and do not follow a consistent pattern, indicating sparse anomalies.\nActionID: 8"
+    },
+    "3926": {
+        "Thought": "The time series initially exhibits a gradual upward trend, followed by a sudden flatline at 0.04 from index 13 to 15, disrupting the normal fluctuation pattern. Afterward, the sequence resumes its upward trend but with some irregularities, including a sudden drop at index 31 (0.18) and subsequent fluctuations. The flatline at 0.04 is the most prominent anomaly, as it represents a sudden loss of normal fluctuations.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a sudden flatline at 0.04 from index 13 to 15, disrupting the normal fluctuation pattern. Afterward, the sequence resumes its upward trend but with some irregularities, including a sudden drop at index 31 (0.18) and subsequent fluctuations. The flatline at 0.04 is the most prominent anomaly, as it represents a sudden loss of normal fluctuations.\nActionID: 10"
+    },
+    "3930": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+    },
+    "3934": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "3938": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+    },
+    "3942": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 11 (-1.28) and index 12 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp rise at index 87 (1.38) and index 88 (1.58), followed by a return to normal levels. These sudden spikes and drops disrupt the normal ECG pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 11 (-1.28) and index 12 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp rise at index 87 (1.38) and index 88 (1.58), followed by a return to normal levels. These sudden spikes and drops disrupt the normal ECG pattern.\nActionID: 12"
+    },
+    "3946": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 72, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 72, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "3950": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3954": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 10, there is a sudden spike (2.26) that deviates significantly from the surrounding values. Additionally, at index 23, there is a repeated value (2.26) that disrupts the normal fluctuation pattern. These anomalies are indicative of both a sudden spike and repeated value anomaly. However, the repeated value anomaly is more prominent as it spans multiple consecutive points.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, there is a sudden spike (2.26) that deviates significantly from the surrounding values. Additionally, at index 23, there is a repeated value (2.26) that disrupts the normal fluctuation pattern. These anomalies are indicative of both a sudden spike and repeated value anomaly. However, the repeated value anomaly is more prominent as it spans multiple consecutive points.\nActionID: 9"
+    },
+    "3958": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "3962": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3966": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -0.71 and -1.06 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.51 and subsequent fluctuations. These deviations disrupt the normal ECG pattern, indicating a potential anomaly in the signal. The irregularities are not isolated to a single point but occur in segments, suggesting a Continuous Segment Anomaly.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -0.71 and -1.06 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.51 and subsequent fluctuations. These deviations disrupt the normal ECG pattern, indicating a potential anomaly in the signal. The irregularities are not isolated to a single point but occur in segments, suggesting a Continuous Segment Anomaly.\nActionID: 13"
+    },
+    "3970": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.38, 1.56) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.38, 1.56) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "3974": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3978": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24, 0.56, -0.44, -0.72). Later, there is a nonlinear pattern with exponential growth (e.g., 0.84, 1.44, 1.96, 2.28, 2.56) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24, 0.56, -0.44, -0.72). Later, there is a nonlinear pattern with exponential growth (e.g., 0.84, 1.44, 1.96, 2.28, 2.56) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals"
+    },
+    "3982": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3986": {
+        "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial. There are no indications of anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial. There are no indications of anomalies.\nActionID: 0"
+    },
+    "3990": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3994": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3998": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4002": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4006": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to 0.58 to -0.48 to -1.08). Later, there is a nonlinear pattern with exponential growth (e.g., 0.1 to 1.38) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to 0.58 to -0.48 to -1.08). Later, there is a nonlinear pattern with exponential growth (e.g., 0.1 to 1.38) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+    },
+    "4010": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant and nonlinear increase in values, with the sequence transitioning into a steep upward trend. This indicates a deviation from the original linear or stable pattern, suggesting a nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant and nonlinear increase in values, with the sequence transitioning into a steep upward trend. This indicates a deviation from the original linear or stable pattern, suggesting a nonlinear growth pattern.\nActionID: 14"
+    },
+    "4014": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 35-40. However, starting at index 10, there is a sudden and significant increase in values, peaking at 55.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 35-40. However, starting at index 10, there is a sudden and significant increase in values, peaking at 55.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "4018": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4022": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "4026": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 93 (-1.38) and index 94 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 93 (-1.38) and index 94 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4030": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with exponential growth (e.g., 0.27 to 5.11) and subsequent decay. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with exponential growth (e.g., 0.27 to 5.11) and subsequent decay. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+    },
+    "4034": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuations. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.56. These patterns indicate a combination of Drift Anomaly, Sudden Flatline Anomaly, and Amplitude Anomaly. However, the most prominent anomaly is the sudden upward drift in the latter part of the sequence.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuations. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.56. These patterns indicate a combination of Drift Anomaly, Sudden Flatline Anomaly, and Amplitude Anomaly. However, the most prominent anomaly is the sudden upward drift in the latter part of the sequence.\nActionID: 11"
+    },
+    "4038": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.56, -0.55, and -1.11. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.56, -0.55, and -1.11. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+    },
+    "4042": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "4046": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 55.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 55.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.\nActionID: 3"
+    },
+    "4050": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4054": {
+        "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of zeros starting at index 20, which persists for a significant duration. Afterward, the sequence resumes with fluctuations but shows a gradual upward drift. The flatline of zeros disrupts the normal fluctuation pattern, indicating a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of zeros starting at index 20, which persists for a significant duration. Afterward, the sequence resumes with fluctuations but shows a gradual upward drift. The flatline of zeros disrupts the normal fluctuation pattern, indicating a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "4058": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a sudden drop starting around index 16, where the values decrease significantly and stabilize at a lower range. This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a sudden drop starting around index 16, where the values decrease significantly and stabilize at a lower range. This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "4062": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.\nActionID: 2"
+    },
+    "4066": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "4070": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "4074": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4078": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 52.28), which deviates sharply from the surrounding values that generally range between 32 and 42. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 52.28), which deviates sharply from the surrounding values that generally range between 32 and 42. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4082": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4086": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (0.46) followed by a sharp drop to -0.48 and -0.68, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (0.46) followed by a sharp drop to -0.48 and -0.68, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward"
+    },
+    "4090": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 19, where the values jump from the range of approximately 30-35 to a higher range of 40-45. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After index 25, the values return to the original range, suggesting a temporary disruption. This is indicative of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 19, where the values jump from the range of approximately 30-35 to a higher range of 40-45. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After index 25, the values return to the original range, suggesting a temporary disruption. This is indicative of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4094": {
+        "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and significant spike in values, reaching as high as 0.52, followed by a return to the baseline. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates sharply before returning to normal. Such anomalies are often observed in ECG data due to transient events like noise or physiological irregularities.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and significant spike in values, reaching as high as 0.52, followed by a return to the baseline. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates sharply before returning to normal. Such anomalies are often observed in ECG data due to transient events like noise or physiological irregularities.\nActionID: 12"
+    },
+    "4098": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 43, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 43, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+    },
+    "4102": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4106": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4110": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+    },
+    "4114": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4118": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original"
+    },
+    "4122": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4126": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4130": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 13, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 13, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4134": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 3.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 3.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "4138": {
+        "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 10 and 12.0 at index 26) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern of the time series.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 10 and 12.0 at index 26) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern of the time series.\nActionID: 12"
+    },
+    "4142": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values at index 56 (from 13.0 to 10.0), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 56 (from 13.0 to 10.0), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4146": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12189.44) from index 9 to 11, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12189.44) from index 9 to 11, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "4150": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 7 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 7 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4154": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.64, 0.72, 0.84, 1.02, 1.21, 1.38,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.64, 0.72, 0.84, 1.02, 1.21, 1.38,"
+    },
+    "4158": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "4162": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Finally, the sequence transitions into a nonlinear pattern with irregular fluctuations, particularly around index 115, where the values deviate significantly from the original trend, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Finally, the sequence transitions into a nonlinear pattern with irregular fluctuations, particularly around index 115, where the values deviate significantly from the original trend, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+    },
+    "4166": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4170": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 21 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4174": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4178": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.231 at index 27) and abrupt drops (e.g., 0.092 at index 13 and 0.086 at index 28). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.231 at index 27) and abrupt drops (e.g., 0.092 at index 13 and 0.086 at index 28). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.\nActionID: 12"
+    },
+    "4182": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4186": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 74, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 74, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "4190": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68, 4.31) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68, 4.31) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "4194": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+    },
+    "4198": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4202": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 0.54) and a sharp drop at index 34 (value -0.24). This is followed by a significant drop at index 35 (value -0.56) and a further drop at index 36 (value -0.74). These sudden and extreme deviations from the surrounding values indicate a combination of sudden spikes and drops, disrupting the sequence. Additionally, the sequence shows a nonlinear pattern in the later part, with values deviating from the original trend. The most prominent anomaly is the non",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 0.54) and a sharp drop at index 34 (value -0.24). This is followed by a significant drop at index 35 (value -0.56) and a further drop at index 36 (value -0.74). These sudden and extreme deviations from the surrounding values indicate a combination of sudden spikes and drops, disrupting the sequence. Additionally, the sequence shows a nonlinear pattern in the later part, with values deviating from the original trend. The most prominent anomaly is the non",
+        "ParseError": "unrecognized_action_id"
+    },
+    "4206": {
+        "Thought": "The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a significant and abrupt drop in values starting at index 10, where the sequence stabilizes at a lower range (approximately 110-120). This indicates a sudden and sustained shift in the statistical properties, such as the mean, suggesting a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a significant and abrupt drop in values starting at index 10, where the sequence stabilizes at a lower range (approximately 110-120). This indicates a sudden and sustained shift in the statistical properties, such as the mean, suggesting a change point anomaly.\nActionID: 4"
+    },
+    "4210": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4214": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4218": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4222": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4226": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.72, 2.01, 2.28, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.72, 2.01, 2.28, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Non"
+    },
+    "4230": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4234": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4238": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 10 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 10 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4242": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 24, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 24, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4246": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "4250": {
+        "Thought": "The time series initially exhibits normal fluctuations around a stable range (approximately 35-40), but starting at index 16, there is a sudden and significant increase in values, peaking at 59.56. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt spike at index 16 and subsequent return to a lower range indicate a sudden disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations around a stable range (approximately 35-40), but starting at index 16, there is a sudden and significant increase in values, peaking at 59.56. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt spike at index 16 and subsequent return to a lower range indicate a sudden disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4254": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 56, there is a sudden and significant drop in values, followed by a sharp recovery and subsequent fluctuations. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 56, there is a sudden and significant drop in values, followed by a sharp recovery and subsequent fluctuations. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.\nActionID: 4"
+    },
+    "4258": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 47 (-1.28) and index 48 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 47 (-1.28) and index 48 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4262": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "4266": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "4270": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.76) and peaking at index 78 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift downward in the later part of the series, particularly from index 90",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.76) and peaking at index 78 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift downward in the later part of the series, particularly from index 90"
+    },
+    "4274": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "4278": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 24 and 25, where the values jump to 3451.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 24 and 25, where the values jump to 3451.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "4282": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.24, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.24, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -"
+    },
+    "4286": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a flatline of zeros around index 55, which is a Sudden Flatline Anomaly. Finally, the sequence exhibits a nonlinear pattern with irregular fluctuations and deviations from the original trend, suggesting a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disruptions in the E",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a flatline of zeros around index 55, which is a Sudden Flatline Anomaly. Finally, the sequence exhibits a nonlinear pattern with irregular fluctuations and deviations from the original trend, suggesting a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disruptions in the E"
+    },
+    "4290": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4294": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4298": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4302": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4306": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4310": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.36, 2.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.36, 2.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows"
+    },
+    "4314": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.\nActionID: 8"
+    },
+    "4318": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "4322": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4326": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.46, 0.52, 0.64) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.46, 0.52, 0.64) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern An"
+    },
+    "4330": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4334": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4338": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a sharp increase starting at index 10, peaking at index 13, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a sharp increase starting at index 10, peaking at index 13, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the time series.\nActionID: 3"
+    },
+    "4342": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4346": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32) starting around index 115, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32) starting around index 115, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "4350": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.21) and a subsequent sharp drop at index 97 (value -0.38), followed by a significant drop to -0.68 at index 98. These abrupt changes disrupt the normal pattern of the sequence, indicating a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.21) and a subsequent sharp drop at index 97 (value -0.38), followed by a significant drop to -0.68 at index 98. These abrupt changes disrupt the normal pattern of the sequence, indicating a sudden spike anomaly.\nActionID: 12"
+    },
+    "4354": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4358": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 49 to 55 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 49 to 55 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike"
+    },
+    "4362": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "4366": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+    },
+    "4370": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4374": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4378": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 11 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4382": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4386": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a combination of sudden spikes and abrupt",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a combination of sudden spikes and abrupt",
+        "ParseError": "unrecognized_action_id"
+    },
+    "4390": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+    },
+    "4394": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.41) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.41) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+    },
+    "4398": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.21, 3.68) starting around index 116, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.21, 3.68) starting around index 116, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities"
+    },
+    "4402": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "4406": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+    },
+    "4410": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 0.24) and a sharp drop at index 31 (value -0.24). This is followed by a significant drop at index 32 (value -0.56) and a further drop at index 33 (value -0.74). These abrupt changes disrupt the sequence and indicate a combination of sudden spikes and drops. Additionally, the sequence shows a nonlinear pattern in the latter part, deviating from the original trend. The most prominent anomaly is the sudden spike and drop at indices 30",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 0.24) and a sharp drop at index 31 (value -0.24). This is followed by a significant drop at index 32 (value -0.56) and a further drop at index 33 (value -0.74). These abrupt changes disrupt the sequence and indicate a combination of sudden spikes and drops. Additionally, the sequence shows a nonlinear pattern in the latter part, deviating from the original trend. The most prominent anomaly is the sudden spike and drop at indices 30",
+        "ParseError": "unrecognized_action_id"
+    },
+    "4414": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 1521.01), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 1521.01), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4418": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.72, 2.01, 2.28, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.72, 2.01, 2.28, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Non"
+    },
+    "4422": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.\nActionID: 14"
+    },
+    "4426": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.76, 1.0, 1.36, 1.64, 1.92), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.76, 1.0, 1.36, 1.64, 1.92), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad"
+    },
+    "4430": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4434": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 13 (value 1555.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 13 (value 1555.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "4438": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34, -1.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34, -1.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "4442": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4446": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant nonlinear increase, peaking at index 55, and then a sharp decline. Later, starting at index 115, there is a gradual upward drift, followed by a nonlinear increase and a peak at index 123. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the dominant anomaly is the non",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant nonlinear increase, peaking at index 55, and then a sharp decline. Later, starting at index 115, there is a gradual upward drift, followed by a nonlinear increase and a peak at index 123. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the dominant anomaly is the non"
+    },
+    "4450": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "4454": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.66 followed by a steep drop to -0.98 and -1.33, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.66 followed by a steep drop to -0.98 and -1.33, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "4458": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4462": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4466": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "4470": {
+        "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 106.0 at index 21), abrupt drops (e.g., 1.0 at index 18), and inconsistent fluctuations. These disruptions indicate a nonlinear and erratic pattern that deviates from any predictable trend or periodic behavior. The sequence does not follow a consistent linear or periodic structure, suggesting a significant deviation from the original pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 106.0 at index 21), abrupt drops (e.g., 1.0 at index 18), and inconsistent fluctuations. These disruptions indicate a nonlinear and erratic pattern that deviates from any predictable trend or periodic behavior. The sequence does not follow a consistent linear or periodic structure, suggesting a significant deviation from the original pattern.\nActionID: 14"
+    },
+    "4474": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4478": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by a recovery to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by a recovery to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.\nActionID: 10"
+    },
+    "4482": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 29, there is a sudden and significant increase in values, with peaks reaching as high as 60.28. This abrupt change in the statistical properties, including the mean and variance, indicates a clear shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 29, there is a sudden and significant increase in values, with peaks reaching as high as 60.28. This abrupt change in the statistical properties, including the mean and variance, indicates a clear shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4486": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.38), indicating a sudden spike anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (4.01), followed by a nonlinear pattern of fluctuations, and then a gradual downward drift. This suggests a combination of sudden spike anomaly, nonlinear pattern anomaly, and drift anomaly. However, the dominant anomaly appears",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.38), indicating a sudden spike anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (4.01), followed by a nonlinear pattern of fluctuations, and then a gradual downward drift. This suggests a combination of sudden spike anomaly, nonlinear pattern anomaly, and drift anomaly. However, the dominant anomaly appears"
+    },
+    "4490": {
+        "Thought": "The time series exhibits a sudden and extreme spike at index 74 (value 0.73), followed by a sharp drop to -0.49 and -0.78, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to the baseline. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme spike at index 74 (value 0.73), followed by a sharp drop to -0.49 and -0.78, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to the baseline. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "4494": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.28) and index 17 (0.41), followed by a sharp drop at index 18 (-0.38) and index 19 (-1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 16 to 19 shows a continuous deviation from the normal pattern, suggesting a Continuous Segment Anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomalies are the sudden spike and the continuous deviation.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.28) and index 17 (0.41), followed by a sharp drop at index 18 (-0.38) and index 19 (-1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 16 to 19 shows a continuous deviation from the normal pattern, suggesting a Continuous Segment Anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomalies are the sudden spike and the continuous deviation.\nActionID: 12"
+    },
+    "4498": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4502": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 37 and 0.25 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 37 and 0.25 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+    },
+    "4506": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4510": {
+        "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 37). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a sharp drop and subsequent fluctuations at a higher range (approximately 40 to 45). This indicates a sudden spike in the data, followed by a new stable range, suggesting a disruption in the normal pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 37). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a sharp drop and subsequent fluctuations at a higher range (approximately 40 to 45). This indicates a sudden spike in the data, followed by a new stable range, suggesting a disruption in the normal pattern.\nActionID: 12"
+    },
+    "4514": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 10, where the values drop sharply from a relatively stable range to a steep negative trend, followed by a recovery and oscillation. This behavior indicates a disruption in the normal ECG pattern, likely due to a sudden change in the underlying physiological process. The sharp drop and recovery suggest a potential anomaly in the signal, which could be indicative of a significant event in the ECG data.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 10, where the values drop sharply from a relatively stable range to a steep negative trend, followed by a recovery and oscillation. This behavior indicates a disruption in the normal ECG pattern, likely due to a sudden change in the underlying physiological process. The sharp drop and recovery suggest a potential anomaly in the signal, which could be indicative of a significant event in the ECG data.\nActionID: 3"
+    },
+    "4518": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 33, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 33, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4522": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4526": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4530": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.\nActionID: 11"
+    },
+    "4534": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+    },
+    "4538": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This behavior is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This behavior is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "4542": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4546": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.42, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.42, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g"
+    },
+    "4550": {
+        "Thought": "The sequence exhibits a sudden flatline at index 10 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 10 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.\nActionID: 10"
+    },
+    "4554": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4558": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "4562": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "4566": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 11), abrupt drops (e.g., -102.0 at index 13), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 11), abrupt drops (e.g., -102.0 at index 13), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "4570": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.28, 0.46, 0.72, 0.96, 1.28, 1.52, 1.68, 1.88, 2.08), followed by a return to a fluctuating pattern, indicating a Nonlinear Pattern Anomaly. Additionally, the",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.28, 0.46, 0.72, 0.96, 1.28, 1.52, 1.68, 1.88, 2.08), followed by a return to a fluctuating pattern, indicating a Nonlinear Pattern Anomaly. Additionally, the"
+    },
+    "4574": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting around index 40, the sequence exhibits a sudden and sharp drop in values, deviating significantly from the previous pattern. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting around index 40, the sequence exhibits a sudden and sharp drop in values, deviating significantly from the previous pattern. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.\nActionID: 4"
+    },
+    "4578": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4582": {
+        "Thought": "The sequence exhibits significant fluctuations in amplitude, with values ranging from as low as 123.0 to as high as 1521.0. These fluctuations appear to follow a consistent pattern without any abrupt deviations, disruptions, or anomalies. The sequence appears to be normal for the given domain of Server-YAHOO.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits significant fluctuations in amplitude, with values ranging from as low as 123.0 to as high as 1521.0. These fluctuations appear to follow a consistent pattern without any abrupt deviations, disruptions, or anomalies. The sequence appears to be normal for the given domain of Server-YAHOO.\nActionID: 0"
+    },
+    "4586": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (40879.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (40879.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "4590": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden and extreme drop to -0.01, followed by a sharp decline to -0.03 and further to -0.04. This indicates a significant deviation from the normal range. Additionally, at index 49, there is a sudden spike to 0.2, followed by a sharp drop to -0.01 and further to -0.03, disrupting the sequence. These sudden spikes and drops are indicative of Sudden Spike Anomalies. Furthermore, the sequence later shows a nonlinear growth pattern",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden and extreme drop to -0.01, followed by a sharp decline to -0.03 and further to -0.04. This indicates a significant deviation from the normal range. Additionally, at index 49, there is a sudden spike to 0.2, followed by a sharp drop to -0.01 and further to -0.03, disrupting the sequence. These sudden spikes and drops are indicative of Sudden Spike Anomalies. Furthermore, the sequence later shows a nonlinear growth pattern",
+        "ParseError": "unrecognized_action_id"
+    },
+    "4594": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 19, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 19, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "4598": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 96, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 96, which deviates from the earlier"
+    },
+    "4602": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 47 (-1.38) and index 48 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 47 (-1.38) and index 48 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4606": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "4610": {
+        "Thought": "The value 22.0 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 4.0 and 12.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 22.0 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 4.0 and 12.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "4614": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4618": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.11, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the Server-IOPS.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.11, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the Server-IOPS.\nActionID: 4"
+    },
+    "4622": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 9, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.21 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 9, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.21 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG"
+    },
+    "4626": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4630": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 23 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 23 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+    },
+    "4634": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 19, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 19, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "4638": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 47, there is a sudden flatline of zeros, followed by a significant drop to negative values (e.g., -1.0, -1.32, -1.34). This indicates a combination of a Sudden Flatline Anomaly and a Continuous Segment Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The most prominent anomaly is the nonlinear pattern change.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 47, there is a sudden flatline of zeros, followed by a significant drop to negative values (e.g., -1.0, -1.32, -1.34). This indicates a combination of a Sudden Flatline Anomaly and a Continuous Segment Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The most prominent anomaly is the nonlinear pattern change.\nActionID: 14"
+    },
+    "4642": {
+        "Thought": "The sequence exhibits a sudden flatline at index 59 with a value of 0.0, which is a significant deviation from the surrounding values that range between approximately 6.8 and 8.8. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 59 with a value of 0.0, which is a significant deviation from the surrounding values that range between approximately 6.8 and 8.8. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.\nActionID: 10"
+    },
+    "4646": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) followed by a return to a fluctuating pattern, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter part (e.g., -",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) followed by a return to a fluctuating pattern, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter part (e.g., -"
+    },
+    "4650": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "4654": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4658": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4662": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are two isolated spikes at indices 48 and 49 (values 13.0 and 12.0, respectively). These spikes are significantly higher than the surrounding values and disrupt the otherwise flat pattern. This indicates sporadic anomalous behavior.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are two isolated spikes at indices 48 and 49 (values 13.0 and 12.0, respectively). These spikes are significantly higher than the surrounding values and disrupt the otherwise flat pattern. This indicates sporadic anomalous behavior.\nActionID: 8"
+    },
+    "4666": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11, 2.38, 2.56) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11, 2.38, 2.56) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in"
+    },
+    "4670": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting the classification as a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting the classification as a temporary disruption.\nActionID: 12"
+    },
+    "4674": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "4678": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 23, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 27-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 23.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 23, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 27-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 23.\nActionID: 12"
+    },
+    "4682": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4686": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.71 followed by a steep drop to -1.28 and -1.56, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.71 followed by a steep drop to -1.28 and -1.56, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "4690": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 2.28) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 2.28) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+    },
+    "4694": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "4698": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4702": {
+        "Thought": "The sequence exhibits a sudden flatline at index 29 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 29 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "4706": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+    },
+    "4710": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4714": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4718": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.46, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 1.92, 2.11, 2.36), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.46, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 1.92, 2.11, 2.36), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.0"
+    },
+    "4722": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -125.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -2000. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -125.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4726": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1168.39) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1168.39) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "4730": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4734": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 12 (0.28) and index 13 (0.41), followed by a sharp drop at index 14 (-0.38) and index 15 (-1.38), indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 90-100 (e.g., 0.28, 0.5, 0.62, 0.72, 0.84, 0.92, 1.04, 1.16,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 12 (0.28) and index 13 (0.41), followed by a sharp drop at index 14 (-0.38) and index 15 (-1.38), indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 90-100 (e.g., 0.28, 0.5, 0.62, 0.72, 0.84, 0.92, 1.04, 1.16,"
+    },
+    "4738": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 30-33, but starting at index 10, there is a sudden and significant increase in values, peaking at 50.25. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 30-33, but starting at index 10, there is a sudden and significant increase in values, peaking at 50.25. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4742": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could"
+    },
+    "4746": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+    },
+    "4750": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4754": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant outlier (0.52), followed by a sharp negative spike (-0.59). Later, the sequence shows a nonlinear growth pattern (e.g., exponential-like increase around index 90-100). These disruptions indicate a combination of sudden spikes, amplitude anomalies, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant outlier (0.52), followed by a sharp negative spike (-0.59). Later, the sequence shows a nonlinear growth pattern (e.g., exponential-like increase around index 90-100). These disruptions indicate a combination of sudden spikes, amplitude anomalies, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+    },
+    "4758": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4762": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 27, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 27, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "4766": {
+        "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant deviations, abrupt changes, or disruptions in the statistical properties of the sequence. The values remain within a reasonable range for traffic flow data, and no specific anomaly type is evident. This suggests the sequence is normal for its domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant deviations, abrupt changes, or disruptions in the statistical properties of the sequence. The values remain within a reasonable range for traffic flow data, and no specific anomaly type is evident. This suggests the sequence is normal for its domain.\nActionID: 0"
+    },
+    "4770": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11672.44) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11672.44) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "4774": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 21 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4778": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.06, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.06, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a"
+    },
+    "4782": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a long-term drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a long-term drift anomaly.\nActionID: 11"
+    },
+    "4786": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 3 (10000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 3 (10000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+    },
+    "4790": {
+        "Thought": "The sequence exhibits a sudden spike at index 10 (value 4.0), which significantly deviates from the surrounding values that generally range between 2.5 and 3.0. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 10 (value 4.0), which significantly deviates from the surrounding values that generally range between 2.5 and 3.0. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+    },
+    "4794": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there are repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern. Later, there is a sudden flatline of zeros (e.g., 0.0 at indices 23-25), followed by a return to normal fluctuations. Additionally, there are sporadic isolated anomalous patterns (e.g., 1.36 at index 27 and 1.38 at index 57) that deviate from the surrounding values. These patterns suggest a combination of repeated value anomalies, sudden flatline anomalies, and sparse anomalies. However,",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there are repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern. Later, there is a sudden flatline of zeros (e.g., 0.0 at indices 23-25), followed by a return to normal fluctuations. Additionally, there are sporadic isolated anomalous patterns (e.g., 1.36 at index 27 and 1.38 at index 57) that deviate from the surrounding values. These patterns suggest a combination of repeated value anomalies, sudden flatline anomalies, and sparse anomalies. However,"
+    },
+    "4798": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4802": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4806": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 1.92,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 1.92,"
+    },
+    "4810": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (11.0) and a sharp increase to 23.0 at index 20. This is followed by a nonlinear pattern of exponential growth from index 21 to 25, where the values increase rapidly and deviate from the original trend. Afterward, the sequence transitions into a nonlinear decline, with values decreasing in a nonlinear manner. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (11.0) and a sharp increase to 23.0 at index 20. This is followed by a nonlinear pattern of exponential growth from index 21 to 25, where the values increase rapidly and deviate from the original trend. Afterward, the sequence transitions into a nonlinear decline, with values decreasing in a nonlinear manner. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes.\nActionID: 14"
+    },
+    "4814": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such anomalies are often critical in ECG data, as they may represent abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such anomalies are often critical in ECG data, as they may represent abnormal heart activity.\nActionID: 12"
+    },
+    "4818": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 83 (0.28) and the sharp drop at index 84 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 83 (0.28) and the sharp drop at index 84 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4822": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the Server-IOPS.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the Server-IOPS.\nActionID: 4"
+    },
+    "4826": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.24, 0.31, 0.41, 0.51) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.24, 0.31, 0.41, 0.51) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anom"
+    },
+    "4830": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 33, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 33, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.\nActionID: 10"
+    },
+    "4834": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+    },
+    "4838": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 15 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 15 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4842": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.\nActionID: 0"
+    },
+    "4846": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -0.78 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -0.78 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4850": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which deviates significantly from the surrounding data, indicating a Sudden Spike Anomaly. Additionally, starting from index 74, there is a gradual and consistent upward drift in values (e.g., 0.72, 1.0, 1.36, 1.68, 1.96, 2.11), which deviates from the earlier pattern, indicating a Drift Anomaly. These anomalies are consistent with disruptions in ECG",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which deviates significantly from the surrounding data, indicating a Sudden Spike Anomaly. Additionally, starting from index 74, there is a gradual and consistent upward drift in values (e.g., 0.72, 1.0, 1.36, 1.68, 1.96, 2.11), which deviates from the earlier pattern, indicating a Drift Anomaly. These anomalies are consistent with disruptions in ECG"
+    },
+    "4854": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 41, reaching a peak at index 47. This is followed by a rapid decline and a nonlinear oscillatory pattern. The sequence transitions from a gradual trend to a nonlinear pattern with significant deviations from the original trend, indicating a disruption in the system's behavior. This suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 41, reaching a peak at index 47. This is followed by a rapid decline and a nonlinear oscillatory pattern. The sequence transitions from a gradual trend to a nonlinear pattern with significant deviations from the original trend, indicating a disruption in the system's behavior. This suggests a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "4858": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 33, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 48, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 33, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 48, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "4862": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.22, -1.58). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The combination of these behaviors suggests a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.22, -1.58). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The combination of these behaviors suggests a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4866": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, suggesting a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disru",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, suggesting a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disru"
+    },
+    "4870": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "4874": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.48, 0.56, 0.64, 0.72, 0.84, 0.92, 1.08, 1",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.48, 0.56, 0.64, 0.72, 0.84, 0.92, 1.08, 1"
+    },
+    "4878": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations. The sequence does not follow a consistent linear or periodic pattern, and the changes in the data points suggest a nonlinear behavior. This is indicative of a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations. The sequence does not follow a consistent linear or periodic pattern, and the changes in the data points suggest a nonlinear behavior. This is indicative of a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "4882": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 47 and 0.23 at index 56), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 47 and 0.23 at index 56), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+    },
+    "4886": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "4890": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4894": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant drop in values, indicating a potential drift anomaly. The most prominent anomaly is the sudden flatline at -1.0, which disrupts the normal fluctuation pattern.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant drop in values, indicating a potential drift anomaly. The most prominent anomaly is the sudden flatline at -1.0, which disrupts the normal fluctuation pattern.\nActionID: 10"
+    },
+    "4898": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 0.611), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 0.611), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4902": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no significant deviations or anomalies. This aligns with the characteristics of a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no significant deviations or anomalies. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+    },
+    "4906": {
+        "Thought": "The sequence exhibits a sudden and significant spike in values at index 7 (43.28) and index 15 (43.28), which are much higher than the surrounding values that generally range between 28 and 33. These spikes disrupt the normal fluctuation pattern and return to the normal range afterward.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values at index 7 (43.28) and index 15 (43.28), which are much higher than the surrounding values that generally range between 28 and 33. These spikes disrupt the normal fluctuation pattern and return to the normal range afterward.\nActionID: 12"
+    },
+    "4910": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and introduces a new range of values, indicating a significant change in the statistical properties of the sequence. The flatline of zeros is also an anomaly in itself, but the most prominent anomaly is the abrupt shift in the mean and variance.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and introduces a new range of values, indicating a significant change in the statistical properties of the sequence. The flatline of zeros is also an anomaly in itself, but the most prominent anomaly is the abrupt shift in the mean and variance.\nActionID: 4"
+    },
+    "4914": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4918": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4922": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4926": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4930": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.58, -1.42). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.58, -1.42). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4934": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 16, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 33, there is a significant spike in values, reaching a peak at index 35, which is followed by a return to a lower range. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual downward drift (e.g., from index 50 to 70), indicating a Drift Anomaly. Toward the end, the sequence stabilizes but exhibits irregular fluctuations, suggesting",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 16, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 33, there is a significant spike in values, reaching a peak at index 35, which is followed by a return to a lower range. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual downward drift (e.g., from index 50 to 70), indicating a Drift Anomaly. Toward the end, the sequence stabilizes but exhibits irregular fluctuations, suggesting"
+    },
+    "4938": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "4942": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4946": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4950": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 6.0 to 6.5), but starting at index 39, there is a gradual and consistent downward drift in the values, deviating from the earlier stable range. This indicates a gradual shift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 6.0 to 6.5), but starting at index 39, there is a gradual and consistent downward drift in the values, deviating from the earlier stable range. This indicates a gradual shift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4954": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "4958": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4962": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4966": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.78, 1.0, 1.38, 1.68, 1.96), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.78, 1.0, 1.38, 1.68, 1.96), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad"
+    },
+    "4970": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 74 (0.28) and a subsequent drop to -0.38, followed by a significant drop to -0.78 and -0.83. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 74 (0.28) and a subsequent drop to -0.38, followed by a significant drop to -0.78 and -0.83. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+    },
+    "4974": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4978": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -0.78). This indicates a Sudden Spike Anomaly. Additionally, from index 115 onward, there is a significant nonlinear growth pattern (e.g., 0.74, 1.9, 3.69, 4.31), which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -0.78). This indicates a Sudden Spike Anomaly. Additionally, from index 115 onward, there is a significant nonlinear growth pattern (e.g., 0.74, 1.9, 3.69, 4.31), which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+    },
+    "4982": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "4986": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 92, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 92, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "4990": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 16, peaking at index 20, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 16, peaking at index 20, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4994": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4998": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 83, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.77) and then gradually returns to a more stable range. This abrupt change in the statistical properties, particularly the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 83, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.77) and then gradually returns to a more stable range. This abrupt change in the statistical properties, particularly the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "5002": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 26, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 26, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5006": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5010": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1165.21) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1165.21) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "5014": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+    },
+    "5018": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 16, there is a sudden and significant increase in values, peaking at 50.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 16, there is a sudden and significant increase in values, peaking at 50.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.\nActionID: 3"
+    },
+    "5022": {
+        "Thought": "The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a gradual downward drift starting around index 16, where the values consistently decrease and stabilize at a lower range (approximately 120-130). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a gradual downward drift starting around index 16, where the values consistently decrease and stabilize at a lower range (approximately 120-130). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5026": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+    },
+    "5030": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5034": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "5038": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 16, there is a significant and abrupt drop in values, reaching as low as 94. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the behavior of the system. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 16, there is a significant and abrupt drop in values, reaching as low as 94. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the behavior of the system. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "5042": {
+        "Thought": "The sequence exhibits a sudden flatline at index 50 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 50 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.\nActionID: 10"
+    },
+    "5046": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5050": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.47, -1.69, -1.11, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.47 to -1.11), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.47, -1.69, -1.11, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.47 to -1.11), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "5054": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+    },
+    "5058": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 and -1.66, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 and -1.66, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+    },
+    "5062": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.\nActionID: 0"
+    },
+    "5066": {
+        "Thought": "The time series exhibits multiple irregularities. Initially, there is a gradual downward trend followed by a sudden spike at index 13 (0.729), which is an extreme outlier compared to the surrounding values. Afterward, the sequence shows a sharp drop and fluctuates irregularly, with no clear periodicity or trend. The sudden spike at index 13 is the most prominent anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities. Initially, there is a gradual downward trend followed by a sudden spike at index 13 (0.729), which is an extreme outlier compared to the surrounding values. Afterward, the sequence shows a sharp drop and fluctuates irregularly, with no clear periodicity or trend. The sudden spike at index 13 is the most prominent anomaly.\nActionID: 12"
+    },
+    "5070": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom"
+    },
+    "5074": {
+        "Thought": "The sequence exhibits a sudden spike at index 30 (value 0.14) and index 31 (value 0.16), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the normal fluctuation pattern temporarily before returning to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 30 (value 0.14) and index 31 (value 0.16), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the normal fluctuation pattern temporarily before returning to the normal range.\nActionID: 12"
+    },
+    "5078": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 123.0, 143.0, 153.0, 163.0, 173.0, 183.0, 193.0, 203.0, 213.0, 223.0, 233.0, 243.0, 253.0, 263.0, 273.0, 283.0, 293.0, 303.0, 313.0, 323.0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 123.0, 143.0, 153.0, 163.0, 173.0, 183.0, 193.0, 203.0, 213.0, 223.0, 233.0, 243.0, 253.0, 263.0, 273.0, 283.0, 293.0, 303.0, 313.0, 323.0"
+    },
+    "5082": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "5086": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "5090": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5094": {
+        "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of repeated values (0.04) from index 30 to 33, and then transitions into a fluctuating pattern with a slight recovery. The flatline disrupts the normal fluctuation pattern, indicating a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of repeated values (0.04) from index 30 to 33, and then transitions into a fluctuating pattern with a slight recovery. The flatline disrupts the normal fluctuation pattern, indicating a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "5098": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 83, where the value spikes to 0.68 and then drops sharply to -0.68, followed by a further drop to -1.05. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 83, where the value spikes to 0.68 and then drops sharply to -0.68, followed by a further drop to -1.05. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "5102": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 72, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 72, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values."
+    },
+    "5106": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 135.0 at index 22), abrupt drops (e.g., -120.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic and extreme values suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 135.0 at index 22), abrupt drops (e.g., -120.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic and extreme values suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "5110": {
+        "Thought": "The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sparsely throughout the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sparsely throughout the time series.\nActionID: 8"
+    },
+    "5114": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "5118": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5122": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5126": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5130": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a fluctuating pattern with irregular oscillations, followed by a sharp increase and subsequent stabilization. This behavior suggests a nonlinear pattern that breaks the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a fluctuating pattern with irregular oscillations, followed by a sharp increase and subsequent stabilization. This behavior suggests a nonlinear pattern that breaks the original linear rule.\nActionID: 14"
+    },
+    "5134": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "5138": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the mid-30s range to 43.25, 46.0, 48.0, and 50.0. This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly in the Server-IOPS domain. The values then return to the previous range, suggesting a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the mid-30s range to 43.25, 46.0, 48.0, and 50.0. This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly in the Server-IOPS domain. The values then return to the previous range, suggesting a temporary disruption.\nActionID: 12"
+    },
+    "5142": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.28, 0.46, 0.72, 1.0, 1.36, 1.52, 1.68, 1.88, 2.08), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.28, 0.46, 0.72, 1.0, 1.36, 1.52, 1.68, 1.88, 2.08), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged"
+    },
+    "5146": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "5150": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but later shows another sharp drop and recovery around index 115 (-0.1, -0.12, -0.13),",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but later shows another sharp drop and recovery around index 115 (-0.1, -0.12, -0.13),"
+    },
+    "5154": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.34, -0.68), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.0, 1.32, 1.56, 1.72), followed by a gradual downward drift (e.g., -0.05 to -0.24), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.34, -0.68), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.0, 1.32, 1.56, 1.72), followed by a gradual downward drift (e.g., -0.05 to -0.24), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns"
+    },
+    "5158": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 86, where the values drop sharply to -0.51 and then further to -0.63, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 86, where the values drop sharply to -0.51 and then further to -0.63, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "5162": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.34), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.2 to 3.61) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG signals. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.34), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.2 to 3.61) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG signals. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay.\nActionID: 14"
+    },
+    "5166": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a steep decline to -1.08 and -1.21. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a steep decline to -1.08 and -1.21. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomalies.\nActionID: 12"
+    },
+    "5170": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "5174": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. Toward the end, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disruptions in the ECG signal, such as arrh",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. Toward the end, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disruptions in the ECG signal, such as arrh"
+    },
+    "5178": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 135.0 at index 11), abrupt drops (e.g., -100.0 at index 13), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 135.0 at index 11), abrupt drops (e.g., -100.0 at index 13), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "5182": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5186": {
+        "Thought": "The sequence contains a segment of repeated values (11650.0) from index 2 to 4, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains a segment of repeated values (11650.0) from index 2 to 4, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "5190": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "5194": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.62). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.62). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "5198": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original"
+    },
+    "5202": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.08), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is another sharp drop to negative values (e.g., -0.1, -0.12, -0.1",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.08), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is another sharp drop to negative values (e.g., -0.1, -0.12, -0.1",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5206": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "5210": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 10.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 24 and 30, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 10.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 24 and 30, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+    },
+    "5214": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5218": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "5222": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5226": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5230": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 29, there is a sudden spike to 116.0, which is significantly higher than the surrounding values. Additionally, at index 30, the value drops sharply to 32.0, followed by a series of irregular fluctuations. These disruptions indicate a combination of sudden spikes and irregular patterns.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 29, there is a sudden spike to 116.0, which is significantly higher than the surrounding values. Additionally, at index 30, the value drops sharply to 32.0, followed by a series of irregular fluctuations. These disruptions indicate a combination of sudden spikes and irregular patterns.\nActionID: 12"
+    },
+    "5234": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "5238": {
+        "Thought": "The time series initially exhibits a decreasing trend, followed by a sudden and sharp increase starting at index 16, reaching a peak at index 20, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a decreasing trend, followed by a sudden and sharp increase starting at index 16, reaching a peak at index 20, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.\nActionID: 3"
+    },
+    "5242": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5246": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5250": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 19, where the value (-1279.38) deviates sharply from the surrounding values, which are in the range of approximately -1400 to -1000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 19, where the value (-1279.38) deviates sharply from the surrounding values, which are in the range of approximately -1400 to -1000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5254": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+    },
+    "5258": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5262": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+    },
+    "5266": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1427.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1427.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5270": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values drop sharply to a much lower range (e.g., -0.54, -0.69, -0.63, -0.56) compared to the preceding values. This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence later returns to a more stable range, suggesting a localized disruption. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values drop sharply to a much lower range (e.g., -0.54, -0.69, -0.63, -0.56) compared to the preceding values. This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence later returns to a more stable range, suggesting a localized disruption. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "5274": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "5278": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5282": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5286": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 33. This is indicative of a Sudden Spike Anomaly. Additionally, at index 41, there is a significant outlier (0.28) that deviates from the surrounding values, which could be classified as an Amplitude Anomaly. Later in the sequence, starting around index 115, there is a sharp upward trend leading to a peak at index 119 (0.78), followed by a gradual decline",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 33. This is indicative of a Sudden Spike Anomaly. Additionally, at index 41, there is a significant outlier (0.28) that deviates from the surrounding values, which could be classified as an Amplitude Anomaly. Later in the sequence, starting around index 115, there is a sharp upward trend leading to a peak at index 119 (0.78), followed by a gradual decline"
+    },
+    "5290": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5294": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., 0.18 to 2.11) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., 0.18 to 2.11) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused"
+    },
+    "5298": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with rapid increases and decreases (e.g., 0.7 to -0.78 to -1.28). These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of abnormal ECG patterns.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with rapid increases and decreases (e.g., 0.7 to -0.78 to -1.28). These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of abnormal ECG patterns.\nActionID: 14"
+    },
+    "5302": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.51), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Later, starting around index 70, there is a significant upward drift in values, peaking at index 74 (2.01), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.51), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Later, starting around index 70, there is a significant upward drift in values, peaking at index 74 (2.01), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+    },
+    "5306": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5310": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5314": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.42, 3.11) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.42, 3.11) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the"
+    },
+    "5318": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5322": {
+        "Thought": "The sequence exhibits a sudden and significant deviation at index 5, where the value jumps to 128.0, which is drastically different from the surrounding negative values. This isolated spike disrupts the overall pattern of the time series.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant deviation at index 5, where the value jumps to 128.0, which is drastically different from the surrounding negative values. This isolated spike disrupts the overall pattern of the time series.\nActionID: 12"
+    },
+    "5326": {
+        "Thought": "The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 34. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 34. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "5330": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5334": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.46) followed by a sharp drop to -0.58 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.46) followed by a sharp drop to -0.58 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original"
+    },
+    "5338": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "5342": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5346": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.6 to 2.84), followed by a gradual decline and oscillations. These patterns indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence, where the values deviate significantly from the expected linear or periodic",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.6 to 2.84), followed by a gradual decline and oscillations. These patterns indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence, where the values deviate significantly from the expected linear or periodic"
+    },
+    "5350": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "5354": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 90, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 90, which deviates from the"
+    },
+    "5358": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "5362": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+    },
+    "5366": {
+        "Thought": "The time series exhibits intermittent repeated values, such as -0.12 and -0.13, which disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits intermittent repeated values, such as -0.12 and -0.13, which disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "5370": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+    },
+    "5374": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5378": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5382": {
+        "Thought": "The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, starting at index 31, there is a sudden and sharp drop in values, followed by a recovery and subsequent fluctuations. This abrupt change in the long-term trend indicates a significant disruption in the system's behavior.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, starting at index 31, there is a sudden and sharp drop in values, followed by a recovery and subsequent fluctuations. This abrupt change in the long-term trend indicates a significant disruption in the system's behavior.\nActionID: 3"
+    },
+    "5386": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5390": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42, 0.31) followed by a sharp drop to extreme negative values (e.g., -1.08, -1.21). This indicates a sudden spike anomaly followed by a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42, 0.31) followed by a sharp drop to extreme negative values (e.g., -1.08, -1.21). This indicates a sudden spike anomaly followed by a"
+    },
+    "5394": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.\nActionID: 11"
+    },
+    "5398": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from around -2455.0 to -2599.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from around -2455.0 to -2599.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "5402": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "5406": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 1.0. However, starting at index 16, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels (e.g., 1.24, 1.32, 1.44). This indicates a gradual deviation from the original level, suggesting a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 1.0. However, starting at index 16, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels (e.g., 1.24, 1.32, 1.44). This indicates a gradual deviation from the original level, suggesting a drift anomaly.\nActionID: 11"
+    },
+    "5410": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "5414": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5418": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "5422": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5426": {
+        "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5430": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5434": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+    },
+    "5438": {
+        "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial.\nActionID: 0"
+    },
+    "5442": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5446": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5450": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.\nActionID: 12"
+    },
+    "5454": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at index 83 (2.08), which is characteristic of a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at index 83 (2.08), which is characteristic of a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic"
+    },
+    "5458": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5462": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a fluctuating range around 12.2, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a fluctuating range around 12.2, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.\nActionID: 4"
+    },
+    "5466": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5470": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5474": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5478": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "5482": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 56, where the values drop sharply to a much lower range (e.g., -0.52, -0.68, -0.66) compared to the preceding values. This is followed by a recovery and a gradual upward drift, indicating a disruption in the normal ECG pattern. The sharp drop and subsequent recovery suggest a Continuous Segment Anomaly.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 56, where the values drop sharply to a much lower range (e.g., -0.52, -0.68, -0.66) compared to the preceding values. This is followed by a recovery and a gradual upward drift, indicating a disruption in the normal ECG pattern. The sharp drop and subsequent recovery suggest a Continuous Segment Anomaly.\nActionID: 13"
+    },
+    "5486": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.01, 2.36, 2.56, 2.92), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -1",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.01, 2.36, 2.56, 2.92), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -1"
+    },
+    "5490": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, there is a sudden spike in values (e.g., 3.0, 4.0, 5.0, 5.5), followed by a return to a lower range. Additionally, there are repeated values (e.g., 3.0, 4.0, 5.0) disrupting the normal fluctuation pattern. These characteristics suggest a combination of sudden spikes and repeated value anomalies. However, the dominant anomaly is the repeated values disrupting the sequence.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, there is a sudden spike in values (e.g., 3.0, 4.0, 5.0, 5.5), followed by a return to a lower range. Additionally, there are repeated values (e.g., 3.0, 4.0, 5.0) disrupting the normal fluctuation pattern. These characteristics suggest a combination of sudden spikes and repeated value anomalies. However, the dominant anomaly is the repeated values disrupting the sequence.\nActionID: 9"
+    },
+    "5494": {
+        "Thought": "The time series exhibits intermittent repeated values, such as -0.05 and -0.04, which disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits intermittent repeated values, such as -0.05 and -0.04, which disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "5498": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "5502": {
+        "Thought": "The sequence initially exhibits a prolonged flatline of zeros, followed by a sudden shift to a fluctuating pattern with values around 12. This indicates a transition from a flatline to a fluctuating pattern, suggesting a disruption in the normal behavior of the time series. The flatline behavior is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a prolonged flatline of zeros, followed by a sudden shift to a fluctuating pattern with values around 12. This indicates a transition from a flatline to a fluctuating pattern, suggesting a disruption in the normal behavior of the time series. The flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "5506": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.38, -0.68, -0.72), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.38, -0.68, -0.72), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+    },
+    "5510": {
+        "Thought": "The value 30.9 at index 10 significantly deviates from the surrounding data points, which mostly range between 24 and 27. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 30.9 at index 10 significantly deviates from the surrounding data points, which mostly range between 24 and 27. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "5514": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 16, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 16, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5518": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5522": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5526": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 13, there is a sudden spike to 51.0, which is significantly higher than the surrounding values. This spike disrupts the normal pattern and is followed by a return to the previous range. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 13, there is a sudden spike to 51.0, which is significantly higher than the surrounding values. This spike disrupts the normal pattern and is followed by a return to the previous range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5530": {
+        "Thought": "The sequence starts with a higher range of values (around 3.0 to 3.6) but then abruptly drops to a much lower range (around 0.6 to 0.8) starting at index 10. This indicates a significant and sustained shift in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a higher range of values (around 3.0 to 3.6) but then abruptly drops to a much lower range (around 0.6 to 0.8) starting at index 10. This indicates a significant and sustained shift in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.\nActionID: 4"
+    },
+    "5534": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5538": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "5542": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.67), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.67), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5546": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5550": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5554": {
+        "Thought": "The time series exhibits a repeating pattern where the values oscillate between a high range (e.g., 0.22 to 0.25) and a low range (e.g., 0.14 to 0.16). However, there are intermittent segments where the values deviate from the expected pattern, such as the sudden drop to 0.13 and 0.12, and the repeated values 0.14 and 0.15. These deviations disrupt the normal fluctuation pattern, indicating a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern where the values oscillate between a high range (e.g., 0.22 to 0.25) and a low range (e.g., 0.14 to 0.16). However, there are intermittent segments where the values deviate from the expected pattern, such as the sudden drop to 0.13 and 0.12, and the repeated values 0.14 and 0.15. These deviations disrupt the normal fluctuation pattern, indicating a repeated value anomaly.\nActionID: 9"
+    },
+    "5559": {
+        "Thought": "The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "5563": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5567": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5571": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08) starting"
+    },
+    "5575": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5579": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 21 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 21 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5583": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.09, 0.12), followed by a sharp drop and irregular fluctuations. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth (e.g., 0.12, 0.16, 0.21, 0.24, 0.27) and then a gradual decline, suggesting a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.09, 0.12), followed by a sharp drop and irregular fluctuations. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth (e.g., 0.12, 0.16, 0.21, 0.24, 0.27) and then a gradual decline, suggesting a Nonlinear Pattern Anomaly."
+    },
+    "5587": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.46, 2.92) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.46, 2.92) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows"
+    },
+    "5591": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.\nActionID: 0"
+    },
+    "5595": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5599": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 96,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 96,"
+    },
+    "5603": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5607": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5611": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 30 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 30 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+    },
+    "5615": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5619": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5623": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.35 at index 24), abrupt drops (e.g., -102.11 at index 25), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.35 at index 24), abrupt drops (e.g., -102.11 at index 25), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.\nActionID: 8"
+    },
+    "5627": {
+        "Thought": "The time series exhibits a gradual upward drift in values, starting from around -12.0 and moving toward -8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a systematic anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, starting from around -12.0 and moving toward -8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a systematic anomaly.\nActionID: 11"
+    },
+    "5631": {
+        "Thought": "The time series initially shows a higher range of values (around 40-50) but then abruptly drops to a lower range (around 30-35) starting at index 10. This indicates a significant shift in the statistical properties, such as the mean and variance, of the sequence. This abrupt change suggests a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a higher range of values (around 40-50) but then abruptly drops to a lower range (around 30-35) starting at index 10. This indicates a significant shift in the statistical properties, such as the mean and variance, of the sequence. This abrupt change suggests a change point anomaly.\nActionID: 4"
+    },
+    "5635": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5639": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "5643": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "5647": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.38, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.38, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5651": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 2432.91), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 2432.91), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5655": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "5659": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a return to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a return to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.\nActionID: 10"
+    },
+    "5663": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline starting at index 16, reaching a low point around index 20. After this, the sequence stabilizes into a fluctuating pattern with smaller variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline starting at index 16, reaching a low point around index 20. After this, the sequence stabilizes into a fluctuating pattern with smaller variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "5667": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.72, 1.3, 1.69, 2.01, 2.28, 2.46) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behav",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.72, 1.3, 1.69, 2.01, 2.28, 2.46) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behav"
+    },
+    "5671": {
+        "Thought": "The sequence exhibits a sudden flatline at index 29 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 29 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "5675": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 10",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 10"
+    },
+    "5679": {
+        "Thought": "The sequence exhibits a sudden spike at index 52 (value 0.2), which deviates significantly from the surrounding values that generally range between 0.04 and 0.1. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 52 (value 0.2), which deviates significantly from the surrounding values that generally range between 0.04 and 0.1. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5683": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "5687": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1535.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1535.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5691": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5695": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "5699": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "5703": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme spike (0.28, 0.66) followed by a sharp drop (-0.42, -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.72, 1.32, 1.68, 1.96, 2.18) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme spike (0.28, 0.66) followed by a sharp drop (-0.42, -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.72, 1.32, 1.68, 1.96, 2.18) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The"
+    },
+    "5707": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from 1128 to 922, before returning to a higher range in subsequent points. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from 1128 to 922, before returning to a higher range in subsequent points. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5711": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5715": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An"
+    },
+    "5719": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.42) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.42) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "5723": {
+        "Thought": "The value 30.9 at index 3 significantly deviates from the surrounding data points, which mostly range between 24 and 27. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 30.9 at index 3 significantly deviates from the surrounding data points, which mostly range between 24 and 27. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "5727": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.5) followed by a sharp drop (-0.48 to -1.38), which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.5, followed by a gradual decline, which suggests a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable one and back, indicating a Pattern Change Anomaly. Given the healthcare-E",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.5) followed by a sharp drop (-0.48 to -1.38), which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.5, followed by a gradual decline, which suggests a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable one and back, indicating a Pattern Change Anomaly. Given the healthcare-E"
+    },
+    "5731": {
+        "Thought": "The sequence contains isolated high values (e.g., 1.0, 2.0, 3.0) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains isolated high values (e.g., 1.0, 2.0, 3.0) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.\nActionID: 8"
+    },
+    "5735": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Non"
+    },
+    "5739": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the statistical properties of the sequence, likely due to a change point anomaly. Additionally, the later part of the sequence (from index 50 onward) shows a nonlinear growth pattern, deviating from the earlier trend. This suggests a combination of change point and nonlinear pattern anomalies.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the statistical properties of the sequence, likely due to a change point anomaly. Additionally, the later part of the sequence (from index 50 onward) shows a nonlinear growth pattern, deviating from the earlier trend. This suggests a combination of change point and nonlinear pattern anomalies.\nActionID: 4"
+    },
+    "5743": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5747": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.34), followed by a gradual recovery. Later, there is a significant upward drift in values (e.g., 0.1 to 2.11), which deviates from the earlier range. Additionally, the sequence shows nonlinear fluctuations and irregular patterns, particularly in the later part of the series, where the values deviate from the expected ECG pattern. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.34), followed by a gradual recovery. Later, there is a significant upward drift in values (e.g., 0.1 to 2.11), which deviates from the earlier range. Additionally, the sequence shows nonlinear fluctuations and irregular patterns, particularly in the later part of the series, where the values deviate from the expected ECG pattern. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant"
+    },
+    "5751": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 84 (value 0.28) and a sharp drop at index 85 (value -1.28). This is followed by a recovery and a nonlinear pattern of growth and fluctuation. The sequence also shows irregular fluctuations and deviations from the expected ECG pattern, indicating a combination of drift, sudden spike, and nonlinear pattern anomalies. The most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 84 (value 0.28) and a sharp drop at index 85 (value -1.28). This is followed by a recovery and a nonlinear pattern of growth and fluctuation. The sequence also shows irregular fluctuations and deviations from the expected ECG pattern, indicating a combination of drift, sudden spike, and nonlinear pattern anomalies. The most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly.\nActionID: 12"
+    },
+    "5755": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.06 to 0.08), but starting at index 40, there is a sudden and significant increase in values, peaking at 0.24. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.06 to 0.08), but starting at index 40, there is a sudden and significant increase in values, peaking at 0.24. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5759": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5763": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 26, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 26, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "5767": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "5771": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "5775": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "5779": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Subsequently, there is a sharp increase in values starting at index 24, peaking at index 29 (value 5.0), and then returning to a lower range. This indicates a combination of a Drift Anomaly and a Sudden Spike Anomaly. Additionally, the overall pattern of the sequence changes significantly, suggesting a Pattern Change Anomaly. Given the machine-system domain, these anomalies could indicate system instability or malfunction.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Subsequently, there is a sharp increase in values starting at index 24, peaking at index 29 (value 5.0), and then returning to a lower range. This indicates a combination of a Drift Anomaly and a Sudden Spike Anomaly. Additionally, the overall pattern of the sequence changes significantly, suggesting a Pattern Change Anomaly. Given the machine-system domain, these anomalies could indicate system instability or malfunction.\nActionID: 7"
+    },
+    "5783": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "5787": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5791": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34, -1.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34, -1.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "5795": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.38, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.38, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5799": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.46, 0.5, 0.62, 0.72, 0.84, 0.92, 1.08, 1.28, 1.44,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.46, 0.5, 0.62, 0.72, 0.84, 0.92, 1.08, 1.28, 1.44,"
+    },
+    "5803": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5807": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 14, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.28 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.08, followed by a gradual decline, which suggests a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, with transitions between different fluctuation patterns, indicating a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 14, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.28 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.08, followed by a gradual decline, which suggests a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, with transitions between different fluctuation patterns, indicating a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular"
+    },
+    "5811": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 74 (0.28) and the sharp drop at index 75 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 74 (0.28) and the sharp drop at index 75 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5815": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme spike (0.26, 0.61) followed by a sharp drop (-0.49, -1.12). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme spike (0.26, 0.61) followed by a sharp drop (-0.49, -1.12). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event.\nActionID: 12"
+    },
+    "5819": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5823": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+    },
+    "5827": {
+        "Thought": "The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The sequence appears to follow a consistent trend with minor variations, which are typical for environmental sensor data. There is no clear evidence of anomalies such as spikes, flatlines, or distributional changes.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The sequence appears to follow a consistent trend with minor variations, which are typical for environmental sensor data. There is no clear evidence of anomalies such as spikes, flatlines, or distributional changes.\nActionID: 0"
+    },
+    "5831": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.44) and index 9 (-1.48), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 74 (1.01) and peaking at index 77 (2.51), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.44) and index 9 (-1.48), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 74 (1.01) and peaking at index 77 (2.51), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.\nActionID: 14"
+    },
+    "5835": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5839": {
+        "Thought": "The sequence exhibits a sudden drop to 0.0 at index 10, which is an abrupt and significant deviation from the surrounding values. This flatline behavior disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden drop to 0.0 at index 10, which is an abrupt and significant deviation from the surrounding values. This flatline behavior disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline is the most prominent anomaly.\nActionID: 10"
+    },
+    "5843": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "5847": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (AIOps-Amazon_CloudWatch).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (AIOps-Amazon_CloudWatch).\nActionID: 0"
+    },
+    "5851": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "5855": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and consistently decreasing over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and consistently decreasing over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5859": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 34, there is a sudden and extreme drop to -1.29, followed by a further drop to -1.59, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 90, there is a gradual and consistent upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 90-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 34, there is a sudden and extreme drop to -1.29, followed by a further drop to -1.59, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 90, there is a gradual and consistent upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 90-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern."
+    },
+    "5863": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "5867": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 27, reaching a peak at index 31. Afterward, the sequence transitions into a steep decline, with values dropping significantly and stabilizing at a lower range. This indicates a sudden and significant change in the long-term trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 27, reaching a peak at index 31. Afterward, the sequence transitions into a steep decline, with values dropping significantly and stabilizing at a lower range. This indicates a sudden and significant change in the long-term trend of the sequence.\nActionID: 3"
+    },
+    "5871": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5875": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.04, 1.28, 1.48, 1.68) starting around index 100, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.04, 1.28, 1.48, 1.68) starting around index 100, which deviates from the"
+    },
+    "5879": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.38, 1.52, 1.72, 1.96) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.38, 1.52, 1.72, 1.96) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "5883": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12818.39) from index 22 to 24, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12818.39) from index 22 to 24, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "5887": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "5891": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5895": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "5899": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5903": {
+        "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 52, disrupting the normal fluctuations observed earlier in the time series. This abrupt change indicates a loss of variability in the sensor readings.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 52, disrupting the normal fluctuations observed earlier in the time series. This abrupt change indicates a loss of variability in the sensor readings.\nActionID: 10"
+    },
+    "5907": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "5911": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "5915": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.08, 1.38, 1.58, 1.76,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.08, 1.38, 1.58, 1.76,"
+    },
+    "5919": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop and irregular fluctuations. Around index 49, there is a significant spike (0.62) followed by a sharp drop (-0.44, -0.78), indicating sudden spikes and drops. Later, starting at index 100, there is a nonlinear growth pattern (e.g., 0.99, 1.62, 2.",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop and irregular fluctuations. Around index 49, there is a significant spike (0.62) followed by a sharp drop (-0.44, -0.78), indicating sudden spikes and drops. Later, starting at index 100, there is a nonlinear growth pattern (e.g., 0.99, 1.62, 2.",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5923": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 0.88, 1.0, 1.18, 1.36, 1.52,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 0.88, 1.0, 1.18, 1.36, 1.52,"
+    },
+    "5927": {
+        "Thought": "The time series exhibits a repeating pattern where the values oscillate between a positive range (e.g., 0.12 to 0.16) and a negative range (e.g., -0.04 to -0.1). However, there are segments where the oscillation becomes irregular, such as the transition from -0.04 to 0.12 and back to -0.04, disrupting the expected periodic behavior. This indicates a disruption in the periodic pattern.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern where the values oscillate between a positive range (e.g., 0.12 to 0.16) and a negative range (e.g., -0.04 to -0.1). However, there are segments where the oscillation becomes irregular, such as the transition from -0.04 to 0.12 and back to -0.04, disrupting the expected periodic behavior. This indicates a disruption in the periodic pattern.\nActionID: 2"
+    },
+    "5931": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0), which disrupts the sequence. Subsequently, there is a nonlinear growth pattern starting at index 46, where the values increase exponentially, deviating from the previous trend. This is followed by a return to a fluctuating pattern with a sudden drop at index 59 (value -0.25). The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0), which disrupts the sequence. Subsequently, there is a nonlinear growth pattern starting at index 46, where the values increase exponentially, deviating from the previous trend. This is followed by a return to a fluctuating pattern with a sudden drop at index 59 (value -0.25). The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies.\nActionID: 14"
+    },
+    "5935": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5939": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5943": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.09) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.09) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "5947": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "5951": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+    },
+    "5955": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "5959": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "5963": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5967": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5971": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 16 (value 1555.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 16 (value 1555.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+    },
+    "5975": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.28 to -0.68). Later, there is a nonlinear pattern with exponential growth (e.g., 0.68 to 3.08) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.28 to -0.68). Later, there is a nonlinear pattern with exponential growth (e.g., 0.68 to 3.08) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+    },
+    "5979": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+    },
+    "5983": {
+        "Thought": "The time series exhibits a sudden and significant deviation in amplitude starting at index 68, where the values rapidly increase to a peak of 2.58 and then return to a lower range. This spike disrupts the otherwise stable fluctuations observed in the earlier part of the sequence. Such behavior is characteristic of a sudden spike anomaly, which is often observed in ECG data due to transient events like noise or physiological irregularities.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude starting at index 68, where the values rapidly increase to a peak of 2.58 and then return to a lower range. This spike disrupts the otherwise stable fluctuations observed in the earlier part of the sequence. Such behavior is characteristic of a sudden spike anomaly, which is often observed in ECG data due to transient events like noise or physiological irregularities.\nActionID: 12"
+    },
+    "5987": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5991": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 90, which deviates from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 90, which deviates from the earlier trend, indicating a Non"
+    },
+    "5995": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5999": {
+        "Thought": "The value 4.0 at index 22 significantly deviates from the surrounding data points, which mostly range between 2.5 and 3.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 4.0 at index 22 significantly deviates from the surrounding data points, which mostly range between 2.5 and 3.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "6003": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 38.333, 38.3333, 38.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 38.333, 38.3333, 38.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "6007": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "6011": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "6015": {
+        "Thought": "The time series initially exhibits a fluctuating pattern with a gradual downward trend, followed by a sudden and sharp increase in values starting around index 30, reaching a peak at index 33. This is followed by a return to a fluctuating pattern with a different statistical distribution. The abrupt change in the statistical properties, particularly the mean and variance, at index 30 indicates a significant shift in the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a fluctuating pattern with a gradual downward trend, followed by a sudden and sharp increase in values starting around index 30, reaching a peak at index 33. This is followed by a return to a fluctuating pattern with a different statistical distribution. The abrupt change in the statistical properties, particularly the mean and variance, at index 30 indicates a significant shift in the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "6019": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 30, where the values decrease from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 30, where the values decrease from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.\nActionID: 4"
+    },
+    "6023": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "6027": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "6031": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.21 at index 100. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. This behavior is characteristic of Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.21 at index 100. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. This behavior is characteristic of Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "6035": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+    },
+    "6039": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "6043": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -0.71 and -0.72 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.46 and 0.56 around index 74-75, and the subsequent return to a more stable pattern. These abrupt changes in the sequence indicate the presence of multiple sudden spikes and drops, which are characteristic of Sudden Spike Anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -0.71 and -0.72 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.46 and 0.56 around index 74-75, and the subsequent return to a more stable pattern. These abrupt changes in the sequence indicate the presence of multiple sudden spikes and drops, which are characteristic of Sudden Spike Anomalies.\nActionID: 12"
+    }
+}
\ No newline at end of file
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.rank1.json b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.rank1.json
new file mode 100644
index 0000000000000000000000000000000000000000..871b2c9a84ecb843024fcf550ca8d68799d37b6c
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.rank1.json
@@ -0,0 +1,10523 @@
+{
+    "1": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected environmental sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected environmental sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "9": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a nonlinear pattern. However, the sequence stabilizes into a fluctuating pattern with no significant disruptions or irregularities. The overall behavior does not deviate from a normal machine-system operation.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a nonlinear pattern. However, the sequence stabilizes into a fluctuating pattern with no significant disruptions or irregularities. The overall behavior does not deviate from a normal machine-system operation.\nActionID: 0"
+    },
+    "13": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "17": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "21": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 68, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 68, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom"
+    },
+    "25": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "29": {
+        "Thought": "The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (e.g., 47.15, 50.1, 53.85, 55.85). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (e.g., 47.15, 50.1, 53.85, 55.85). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "33": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.22) and a subsequent extreme drop at index 92 (value -1.28), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.22) and a subsequent extreme drop at index 92 (value -1.28), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "37": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "41": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "45": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 16, there is a significant upward shift in the values, with a new range forming around 40-50. This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 16, there is a significant upward shift in the values, with a new range forming around 40-50. This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a change point anomaly.\nActionID: 4"
+    },
+    "49": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.\nActionID: 11"
+    },
+    "53": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "57": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "61": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 33 (-1.38) and index 34 (-1.59), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 33 to 37 and the sharp positive spike at index 97 (0.53). These patterns suggest a combination of sudden spike anomalies and continuous segment anomalies. However, the most prominent anomaly is the sudden spike at index 33 and 34.\nAction",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 33 (-1.38) and index 34 (-1.59), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 33 to 37 and the sharp positive spike at index 97 (0.53). These patterns suggest a combination of sudden spike anomalies and continuous segment anomalies. However, the most prominent anomaly is the sudden spike at index 33 and 34.\nAction"
+    },
+    "65": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 16, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 16, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "69": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "73": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "77": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "81": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 40 onward, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 40 onward, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern.\nActionID: 14"
+    },
+    "85": {
+        "Thought": "The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a significant and abrupt drop in values starting at index 16, where the sequence stabilizes at a lower range (approximately 110-120). This indicates a sudden and sustained change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a significant and abrupt drop in values starting at index 16, where the sequence stabilizes at a lower range (approximately 110-120). This indicates a sudden and sustained change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "89": {
+        "Thought": "The time series exhibits a nonlinear pattern with a sudden and significant deviation from the expected trend. Initially, the values fluctuate within a certain range, but starting around index 16, the sequence transitions into a sharp downward trend, followed by a recovery and then a nonlinear upward trend. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with a sudden and significant deviation from the expected trend. Initially, the values fluctuate within a certain range, but starting around index 16, the sequence transitions into a sharp downward trend, followed by a recovery and then a nonlinear upward trend. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "93": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a combination of sudden spikes and abrupt",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a combination of sudden spikes and abrupt",
+        "ParseError": "unrecognized_action_id"
+    },
+    "97": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.86, 1.08, 1.32, 1.52, 1.76, 2.02), which",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.86, 1.08, 1.32, 1.52, 1.76, 2.02), which"
+    },
+    "101": {
+        "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.\nActionID: 4"
+    },
+    "105": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "110": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (from 1433.0 to 1279.0), followed by a sharp increase at index 17 (from 1279.0 to 1433.0). This abrupt change in the statistical properties, such as the mean and variance, indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (from 1433.0 to 1279.0), followed by a sharp increase at index 17 (from 1279.0 to 1433.0). This abrupt change in the statistical properties, such as the mean and variance, indicates a change point anomaly.\nActionID: 4"
+    },
+    "114": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 40, peaking at index 50, and then transitioning into a steep decline. This indicates a significant change in the long-term trend of the sequence, with a clear disruption in the overall trajectory.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 40, peaking at index 50, and then transitioning into a steep decline. This indicates a significant change in the long-term trend of the sequence, with a clear disruption in the overall trajectory.\nActionID: 3"
+    },
+    "118": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in the amplitude of the data points.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in the amplitude of the data points.\nActionID: 6"
+    },
+    "122": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 66-70, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.2, -0.92, -0.87, -0.76). This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence returns to a more stable range afterward, further emphasizing the abruptness of the change. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 66-70, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.2, -0.92, -0.87, -0.76). This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence returns to a more stable range afterward, further emphasizing the abruptness of the change. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "126": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+    },
+    "130": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "134": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 47, there is a sudden flatline of zeros, followed by a segment of negative values. This indicates a combination of a Sudden Flatline Anomaly and a Continuous Segment Anomaly. Additionally, the sequence transitions into a highly negative range (e.g., -1.0, -1.38, -1.56) and then gradually returns to a positive range, suggesting a Drift Anomaly. The overall pattern is highly irregular and deviates significantly from the expected behavior.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 47, there is a sudden flatline of zeros, followed by a segment of negative values. This indicates a combination of a Sudden Flatline Anomaly and a Continuous Segment Anomaly. Additionally, the sequence transitions into a highly negative range (e.g., -1.0, -1.38, -1.56) and then gradually returns to a positive range, suggesting a Drift Anomaly. The overall pattern is highly irregular and deviates significantly from the expected behavior.\nActionID: 11"
+    },
+    "138": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 20, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which is indicative of a Sudden Spike Anomaly. Additionally, starting from index 87, there is a significant upward drift in values (e.g., 1.0, 1.46, 1.92, 2.11, 2.41), followed by a gradual return to lower values, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic fluctuations.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 20, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which is indicative of a Sudden Spike Anomaly. Additionally, starting from index 87, there is a significant upward drift in values (e.g., 1.0, 1.46, 1.92, 2.11, 2.41), followed by a gradual return to lower values, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic fluctuations.\nActionID:"
+    },
+    "142": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.42) followed by a sharp drop to -0.48 and -0.64, indicating sudden spikes and drops. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18,",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.42) followed by a sharp drop to -0.48 and -0.64, indicating sudden spikes and drops. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18,",
+        "ParseError": "unrecognized_action_id"
+    },
+    "146": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "150": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "154": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "158": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.\nActionID: 11"
+    },
+    "162": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the long-term trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the long-term trajectory of the time series.\nActionID: 3"
+    },
+    "166": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "170": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 153.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 153.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "174": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "178": {
+        "Thought": "The sequence exhibits intermittent flatline segments of 0.0 interspersed with normal fluctuations, disrupting the expected pattern. These flatline segments appear sporadically and are not part of the normal behavior of the sensor data. This indicates a sudden loss of signal or sensor malfunction.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent flatline segments of 0.0 interspersed with normal fluctuations, disrupting the expected pattern. These flatline segments appear sporadically and are not part of the normal behavior of the sensor data. This indicates a sudden loss of signal or sensor malfunction.\nActionID: 10"
+    },
+    "182": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows normal fluctuations, but starting around index 16, there is a sudden drop in values, followed by a prolonged flatline of zeros (index 20 to 23). Subsequently, there is a sharp increase in values (index 24 to 27), followed by a return to normal fluctuations. The flatline and the sharp increase indicate a combination of Sudden Flatline Anomaly and Sudden Spike Anomaly. Additionally, the overall pattern of the sequence changes significantly, suggesting a Pattern Change Anomaly.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows normal fluctuations, but starting around index 16, there is a sudden drop in values, followed by a prolonged flatline of zeros (index 20 to 23). Subsequently, there is a sharp increase in values (index 24 to 27), followed by a return to normal fluctuations. The flatline and the sharp increase indicate a combination of Sudden Flatline Anomaly and Sudden Spike Anomaly. Additionally, the overall pattern of the sequence changes significantly, suggesting a Pattern Change Anomaly.\nActionID: 7"
+    },
+    "186": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 24 (value 136.01), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 24 (value 136.01), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+    },
+    "190": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 120-130. However, starting at index 19, there is a significant upward shift in the values, with a new range forming around 140-160. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 120-130. However, starting at index 19, there is a significant upward shift in the values, with a new range forming around 140-160. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "194": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "198": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "202": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize at a lower level, indicating a potential drift or a change in the long-term trend. This suggests a significant shift in the overall trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize at a lower level, indicating a potential drift or a change in the long-term trend. This suggests a significant shift in the overall trajectory of the time series.\nActionID: 3"
+    },
+    "206": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 22 (value 136.01), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 22 (value 136.01), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "210": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 4.26, followed by a sharp decline starting at index 16, reaching a low point around 2.9. After this, the sequence stabilizes into a fluctuating pattern with smaller variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 4.26, followed by a sharp decline starting at index 16, reaching a low point around 2.9. After this, the sequence stabilizes into a fluctuating pattern with smaller variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "214": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 27), abrupt drops (e.g., -10.0 at index 28), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and amplitude anomalies. However, the most prominent feature is the sudden spike at index 27, which stands out as a clear anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 27), abrupt drops (e.g., -10.0 at index 28), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and amplitude anomalies. However, the most prominent feature is the sudden spike at index 27, which stands out as a clear anomaly.\nActionID: 12"
+    },
+    "218": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -1.21), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.2 to 2.51), followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence transitions into a downward trend with irregular fluctuations, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrh",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -1.21), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.2 to 2.51), followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence transitions into a downward trend with irregular fluctuations, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrh"
+    },
+    "222": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.51 to -0.74), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.6 to 2.84) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes, nonlinear growth, and potential distributional changes. The nonlinear growth and subsequent decay are particularly indicative of a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.51 to -0.74), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.6 to 2.84) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes, nonlinear growth, and potential distributional changes. The nonlinear growth and subsequent decay are particularly indicative of a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "226": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "230": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.11, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.11, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "234": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.42), followed by a sharp drop to -0.48 and -0.64, which further disrupts the sequence. These extreme deviations suggest an",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.42), followed by a sharp drop to -0.48 and -0.64, which further disrupts the sequence. These extreme deviations suggest an"
+    },
+    "238": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.66, 1.0, 1.42, 1.68, 1.96, 2.11) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behaviors suggest",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.66, 1.0, 1.42, 1.68, 1.96, 2.11) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behaviors suggest"
+    },
+    "242": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 12 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 12 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "246": {
+        "Thought": "The sequence exhibits a sudden spike at index 10 (value 10.0), which significantly deviates from the surrounding values that generally range between 6.0 and 7.5. This spike disrupts the normal fluctuation pattern but returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 10 (value 10.0), which significantly deviates from the surrounding values that generally range between 6.0 and 7.5. This spike disrupts the normal fluctuation pattern but returns to the normal range immediately after.\nActionID: 12"
+    },
+    "250": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+    },
+    "254": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "258": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+    },
+    "262": {
+        "Thought": "The time series exhibits a sudden and extreme spike at index 76 (value 0.66), followed by a sharp drop to -0.4 and -0.66, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to the baseline. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme spike at index 76 (value 0.66), followed by a sharp drop to -0.4 and -0.66, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to the baseline. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "266": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a nonlinear pattern. However, the sequence stabilizes into a consistent range with minor fluctuations, suggesting that the nonlinear behavior is temporary and does not persist. This is consistent with a nonlinear pattern anomaly, where the sequence exhibits a temporary deviation from its expected behavior.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a nonlinear pattern. However, the sequence stabilizes into a consistent range with minor fluctuations, suggesting that the nonlinear behavior is temporary and does not persist. This is consistent with a nonlinear pattern anomaly, where the sequence exhibits a temporary deviation from its expected behavior.\nActionID: 14"
+    },
+    "270": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 15, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 15, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "274": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.31, followed by a significant drop to -0.78 and -0.83. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.31, followed by a significant drop to -0.78 and -0.83. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+    },
+    "278": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12392.0) from index 25 to 27, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12392.0) from index 25 to 27, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "282": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 59, where the values drop sharply to a much lower range (e.g., -1.22, -1.59, -1.09, -0.78) compared to the preceding values. This abrupt change in the statistical properties, including the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 59, where the values drop sharply to a much lower range (e.g., -1.22, -1.59, -1.09, -0.78) compared to the preceding values. This abrupt change in the statistical properties, including the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "286": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "290": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1285.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1285.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range.\nActionID: 12"
+    },
+    "294": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with environmental sensor data, where drift in readings over time is often observed.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with environmental sensor data, where drift in readings over time is often observed.\nActionID: 11"
+    },
+    "298": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "302": {
+        "Thought": "The sequence initially remains constant at -1.0 for a long duration, indicating a flatline. However, starting at index 48, the values abruptly shift to a new range (around 6.2 to 6.6), breaking the flatline and introducing a new pattern. This indicates a sudden change in the statistical properties of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially remains constant at -1.0 for a long duration, indicating a flatline. However, starting at index 48, the values abruptly shift to a new range (around 6.2 to 6.6), breaking the flatline and introducing a new pattern. This indicates a sudden change in the statistical properties of the sequence.\nActionID: 4"
+    },
+    "306": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.54, -1.7, -1.2, and -0.92, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a sudden and sharp disruption in the sequence. This pattern is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.54, -1.7, -1.2, and -0.92, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a sudden and sharp disruption in the sequence. This pattern is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "310": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "314": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68, 2.96) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68, 2.96) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in"
+    },
+    "318": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "322": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 24 and 33, where the values increase exponentially. This is followed by a return to a fluctuating pattern with some irregularities. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent irregularities.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 24 and 33, where the values increase exponentially. This is followed by a return to a fluctuating pattern with some irregularities. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent irregularities.\nActionID: 14"
+    },
+    "326": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 1.96, 2.11, 2.38, 2.51), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Cont",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 1.96, 2.11, 2.38, 2.51), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Cont"
+    },
+    "330": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "334": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 11 and 0.26 at index 27), abrupt drops (e.g., -0.02 at index 12 and -0.03 at index 13), and segments of flat or near-flat values (e.g., consecutive 0.02 values from index 14 to 17). These disruptions indicate a combination of sudden spikes and flatline-like behavior, which are characteristic of anomalies in machine-system domains. The most prominent anomaly is the sudden spike at index 11, which significantly deviates from the surrounding values",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 11 and 0.26 at index 27), abrupt drops (e.g., -0.02 at index 12 and -0.03 at index 13), and segments of flat or near-flat values (e.g., consecutive 0.02 values from index 14 to 17). These disruptions indicate a combination of sudden spikes and flatline-like behavior, which are characteristic of anomalies in machine-system domains. The most prominent anomaly is the sudden spike at index 11, which significantly deviates from the surrounding values"
+    },
+    "338": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 29 (value 1.25), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 30 and 40, where the values increase exponentially. This is followed by a sharp decline and fluctuations, indicating a significant deviation from the original trend. The combination of these behaviors suggests a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 29 (value 1.25), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 30 and 40, where the values increase exponentially. This is followed by a sharp decline and fluctuations, indicating a significant deviation from the original trend. The combination of these behaviors suggests a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "342": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "346": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "350": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). At index 55, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.84). This indicates a sudden sp",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). At index 55, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.84). This indicates a sudden sp",
+        "ParseError": "unrecognized_action_id"
+    },
+    "354": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.9, 3.61, 4.81) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.9, 3.61, 4.81) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+    },
+    "358": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 9, there is a sudden spike (0.28) followed by a sharp drop (-0.41 and -0.68), which disrupts the normal fluctuation pattern. Additionally, starting from index 74, there is a significant upward drift in values, peaking at 1.56, followed by a gradual decline. This indicates a combination of sudden spikes and a drift anomaly. The sequence also shows nonlinear growth in the upward drift, deviating from the original pattern. These anomalies are consistent with disruptions in ECG signals, which can indicate abnormal heart activity.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 9, there is a sudden spike (0.28) followed by a sharp drop (-0.41 and -0.68), which disrupts the normal fluctuation pattern. Additionally, starting from index 74, there is a significant upward drift in values, peaking at 1.56, followed by a gradual decline. This indicates a combination of sudden spikes and a drift anomaly. The sequence also shows nonlinear growth in the upward drift, deviating from the original pattern. These anomalies are consistent with disruptions in ECG signals, which can indicate abnormal heart activity.\nActionID:"
+    },
+    "362": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "366": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "370": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.0), followed by a significant drop to -1.01 and -1.02, indicating a sudden and extreme deviation from the normal range. This is followed by a recovery to positive values, but the sequence exhibits irregular fluctuations and",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.0), followed by a significant drop to -1.01 and -1.02, indicating a sudden and extreme deviation from the normal range. This is followed by a recovery to positive values, but the sequence exhibits irregular fluctuations and",
+        "ParseError": "unrecognized_action_id"
+    },
+    "374": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "378": {
+        "Thought": "The value 152.0 at index 5 is a significant outlier compared to the surrounding values, which generally range between 100 and 130. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 152.0 at index 5 is a significant outlier compared to the surrounding values, which generally range between 100 and 130. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "382": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.5, 2.3, 2.66, 3.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02 to -0.2",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.5, 2.3, 2.66, 3.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02 to -0.2"
+    },
+    "387": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.68, -0.82). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.68, -0.82). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values"
+    },
+    "391": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "395": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 18, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 18, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+    },
+    "399": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "403": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The drift is not abrupt but rather progressive, which is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The drift is not abrupt but rather progressive, which is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "407": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "411": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine experiencing a gradual degradation or wear.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine experiencing a gradual degradation or wear.\nActionID: 11"
+    },
+    "415": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 2.08) starting around index 90",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 2.08) starting around index 90"
+    },
+    "419": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18, 2.48, 2.68, 2.88",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18, 2.48, 2.68, 2.88"
+    },
+    "423": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "427": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "431": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e."
+    },
+    "435": {
+        "Thought": "The sequence exhibits a sudden and significant spike at the last two data points (49.2 and 50.11), which deviate drastically from the preceding values that generally range between 30 and 36. This indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at the last two data points (49.2 and 50.11), which deviate drastically from the preceding values that generally range between 30 and 36. This indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "439": {
+        "Thought": "The sequence initially fluctuates within a relatively stable range (around 35-42), but starting at index 47, there is a sudden and significant increase in values, peaking at 55.25. This is followed by a sharp drop and a new range of values (around 30-35), indicating a sudden and sustained change in the statistical properties of the sequence. This suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates within a relatively stable range (around 35-42), but starting at index 47, there is a sudden and significant increase in values, peaking at 55.25. This is followed by a sharp drop and a new range of values (around 30-35), indicating a sudden and sustained change in the statistical properties of the sequence. This suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "443": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 11 (-1.28) and index 12 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (e.g., values like 1.0, 1.33, 1.64, 1.92, 2.02), which deviates from the earlier fluctuations. These anomalies are consistent with disruptions in ECG signals, which can indicate abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 11 (-1.28) and index 12 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (e.g., values like 1.0, 1.33, 1.64, 1.92, 2.02), which deviates from the earlier fluctuations. These anomalies are consistent with disruptions in ECG signals, which can indicate abnormal heart activity.\nActionID: 12"
+    },
+    "447": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.5) and the sharp drop at index 99 (-0.48), followed by a steep drop to -0.78 and -0.84. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.5) and the sharp drop at index 99 (-0.48), followed by a steep drop to -0.78 and -0.84. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "451": {
+        "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant single-point deviations, abrupt changes in trend, or other specific anomalies that stand out. The sequence appears to have a high degree of variability, but it does not exhibit any specific anomaly type that disrupts the overall behavior. This suggests that the sequence is normal for the given domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant single-point deviations, abrupt changes in trend, or other specific anomalies that stand out. The sequence appears to have a high degree of variability, but it does not exhibit any specific anomaly type that disrupts the overall behavior. This suggests that the sequence is normal for the given domain.\nActionID: 0"
+    },
+    "455": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "459": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase starting at index 16, where the values jump from -0.03 to 0.03 and beyond. This abrupt change in the long-term trend indicates a significant shift in the trajectory of the time series. After this spike, the sequence stabilizes and returns to a more consistent pattern. This behavior suggests a sudden change in the system's behavior, likely due to an external or internal factor.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase starting at index 16, where the values jump from -0.03 to 0.03 and beyond. This abrupt change in the long-term trend indicates a significant shift in the trajectory of the time series. After this spike, the sequence stabilizes and returns to a more consistent pattern. This behavior suggests a sudden change in the system's behavior, likely due to an external or internal factor.\nActionID: 3"
+    },
+    "463": {
+        "Thought": "The sequence exhibits a consistent upward trend with increasing values over time, but there are no irregularities, sudden changes, or disruptions in the pattern. The fluctuations appear to be part of the normal behavior of the time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with increasing values over time, but there are no irregularities, sudden changes, or disruptions in the pattern. The fluctuations appear to be part of the normal behavior of the time series.\nActionID: 0"
+    },
+    "467": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 17 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 17 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "471": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 1.0 and progressively decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 1.0 and progressively decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "475": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.96, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.96, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+    },
+    "479": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "483": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 33 to 37, where the sequence transitions from a relatively stable range to a sharp decline, followed by a recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 33 to 37, where the sequence transitions from a relatively stable range to a sharp decline, followed by a recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern.\nActionID: 12"
+    },
+    "487": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "491": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 23, there is a significant and abrupt drop in values, reaching as low as 2.6. This is followed by a gradual recovery and stabilization at a lower range (approximately 3.0 to 3.5). The abrupt change in the statistical properties, particularly the mean and variance, indicates a clear shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 23, there is a significant and abrupt drop in values, reaching as low as 2.6. This is followed by a gradual recovery and stabilization at a lower range (approximately 3.0 to 3.5). The abrupt change in the statistical properties, particularly the mean and variance, indicates a clear shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "495": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.\nActionID: 12"
+    },
+    "499": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 26 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 26 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "503": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "507": {
+        "Thought": "The time series shows a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "511": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.17, 0.38, 0.51, 0.68, 0.81, 0.98, 1.08, 1.38, 1.58, 1",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.17, 0.38, 0.51, 0.68, 0.81, 0.98, 1.08, 1.38, 1.58, 1"
+    },
+    "515": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1355.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1355.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "519": {
+        "Thought": "The time series exhibits multiple irregularities. At index 11, there is a sudden spike (0.126) that deviates significantly from the surrounding values. Additionally, at index 13, there is an extreme spike (0.446) followed by a sharp drop to 0.062 and 0.032, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of anomalies in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities. At index 11, there is a sudden spike (0.126) that deviates significantly from the surrounding values. Additionally, at index 13, there is an extreme spike (0.446) followed by a sharp drop to 0.062 and 0.032, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of anomalies in the sequence.\nActionID: 12"
+    },
+    "523": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 23 (value 1288.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 23 (value 1288.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "527": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 23, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 23, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "531": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "535": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.09, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42, 0.51), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a combination of sudden spikes and abrupt changes",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.09, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42, 0.51), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a combination of sudden spikes and abrupt changes",
+        "ParseError": "unrecognized_action_id"
+    },
+    "539": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0) and a subsequent extreme drop at index 40 (value -1.0). This is followed by a recovery and a nonlinear growth pattern starting around index 50, where the values increase exponentially. The sequence also shows irregular fluctuations and abrupt changes in amplitude, indicating a combination of drift, sudden spikes, and nonlinear pattern anomalies. The most prominent anomaly is the nonlinear growth pattern starting at index 50.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0) and a subsequent extreme drop at index 40 (value -1.0). This is followed by a recovery and a nonlinear growth pattern starting around index 50, where the values increase exponentially. The sequence also shows irregular fluctuations and abrupt changes in amplitude, indicating a combination of drift, sudden spikes, and nonlinear pattern anomalies. The most prominent anomaly is the nonlinear growth pattern starting at index 50.\nActionID: 14"
+    },
+    "543": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "547": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the rise and fall of the values, particularly around indices 10-15 and 50-55. These disruptions suggest a deviation from the expected periodic behavior, indicating a disruption in the original periodic pattern.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the rise and fall of the values, particularly around indices 10-15 and 50-55. These disruptions suggest a deviation from the expected periodic behavior, indicating a disruption in the original periodic pattern.\nActionID: 2"
+    },
+    "551": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "555": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.08) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.08) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "559": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.56 followed by a drop to -0.58 and -0.73, as well as other significant deviations like 0.46 and -0.4. These abrupt changes disrupt the normal fluctuation pattern and are characteristic of sudden spikes or drops in the ECG signal. Additionally, the sequence returns to a more stable range after these events, indicating isolated disruptions.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.56 followed by a drop to -0.58 and -0.73, as well as other significant deviations like 0.46 and -0.4. These abrupt changes disrupt the normal fluctuation pattern and are characteristic of sudden spikes or drops in the ECG signal. Additionally, the sequence returns to a more stable range after these events, indicating isolated disruptions.\nActionID: 12"
+    },
+    "564": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 19, where the value (-1455.98) deviates sharply from the surrounding values, which are generally in the range of -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 19, where the value (-1455.98) deviates sharply from the surrounding values, which are generally in the range of -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "568": {
+        "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden transition to a flatline of zeros starting at index 16. This flatline persists for a significant duration, disrupting the normal fluctuations. Afterward, the sequence resumes with a gradual upward drift, indicating a combination of a sudden flatline anomaly and a drift anomaly. However, the flatline anomaly is the most prominent and disruptive feature.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden transition to a flatline of zeros starting at index 16. This flatline persists for a significant duration, disrupting the normal fluctuations. Afterward, the sequence resumes with a gradual upward drift, indicating a combination of a sudden flatline anomaly and a drift anomaly. However, the flatline anomaly is the most prominent and disruptive feature.\nActionID: 10"
+    },
+    "572": {
+        "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of repeated values (1.36) from index 24 to 27, disrupting the normal fluctuation pattern. Afterward, the sequence resumes with a return to normal fluctuations. The repeated values in the flatline segment are the primary anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of repeated values (1.36) from index 24 to 27, disrupting the normal fluctuation pattern. Afterward, the sequence resumes with a return to normal fluctuations. The repeated values in the flatline segment are the primary anomaly.\nActionID: 9"
+    },
+    "576": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "580": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "584": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 22 (-1.28) and index 23 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 90, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 22 (-1.28) and index 23 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 90, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nActionID: 12"
+    },
+    "588": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "592": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "596": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "600": {
+        "Thought": "The sequence exhibits a consistent upward trend with increasing values over time, but there are no irregularities, sudden changes, or disruptions in the pattern. The fluctuations appear to be part of the normal behavior of the time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with increasing values over time, but there are no irregularities, sudden changes, or disruptions in the pattern. The fluctuations appear to be part of the normal behavior of the time series.\nActionID: 0"
+    },
+    "604": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 51, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to extreme negative values (-1.02, -1.22). This indicates a combination of sudden spikes and abrupt changes in the statistical properties",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 51, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to extreme negative values (-1.02, -1.22). This indicates a combination of sudden spikes and abrupt changes in the statistical properties",
+        "ParseError": "unrecognized_action_id"
+    },
+    "608": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the normal level is a clear anomaly. This behavior is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the normal level is a clear anomaly. This behavior is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "612": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "616": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 1.96, 2.28, 2.56) starting around index 100, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 1.96, 2.28, 2.56) starting around index 100, which deviates from the"
+    },
+    "620": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "624": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 1.0) and a sharp drop at index 31 (value -1.0). This is followed by a recovery and a nonlinear growth pattern starting around index 40, where the values increase exponentially. The sequence transitions into a nonlinear pattern with significant deviations from the original trend. These characteristics suggest a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the dominant anomaly is the nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 1.0) and a sharp drop at index 31 (value -1.0). This is followed by a recovery and a nonlinear growth pattern starting around index 40, where the values increase exponentially. The sequence transitions into a nonlinear pattern with significant deviations from the original trend. These characteristics suggest a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the dominant anomaly is the nonlinear growth pattern.\nActionID: 14"
+    },
+    "628": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "632": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-Utilization data, and no significant anomalies are detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-Utilization data, and no significant anomalies are detected.\nActionID: 0"
+    },
+    "636": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable pattern. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable pattern. This indicates a normal sequence.\nActionID: 0"
+    },
+    "640": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "644": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.7, 3.4, 3.9) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.7, 3.4, 3.9) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru"
+    },
+    "648": {
+        "Thought": "The value 52.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 52.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "652": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1537.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1537.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "656": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "660": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 34 to 40). However, starting at index 33, there is a significant and sustained increase in values, peaking at 52.11, followed by a gradual decline and stabilization at a higher range (approximately 40 to 46). This indicates a sudden shift in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 34 to 40). However, starting at index 33, there is a significant and sustained increase in values, peaking at 52.11, followed by a gradual decline and stabilization at a higher range (approximately 40 to 46). This indicates a sudden shift in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.\nActionID: 4"
+    },
+    "664": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 57 (-1.28) and index 58 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 57 (-1.28) and index 58 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "668": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+    },
+    "672": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 19, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 19, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "676": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "680": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present. This aligns with the characteristics of a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+    },
+    "684": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "688": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "692": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "696": {
+        "Thought": "The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 2.0 at index 1, 3.0 at index 11, and 4.0 at index 23) and irregular fluctuations, disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 2.0 at index 1, 3.0 at index 11, and 4.0 at index 23) and irregular fluctuations, disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.\nActionID: 8"
+    },
+    "700": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "704": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent fluctuations around a higher range. However, starting from index 40, the sequence exhibits a noticeable downward drift, with values gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent fluctuations around a higher range. However, starting from index 40, the sequence exhibits a noticeable downward drift, with values gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "708": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "712": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "716": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "720": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal fluctuation.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal fluctuation.\nActionID: 12"
+    },
+    "724": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 19 (0.28) and index 20 (0.46), followed by a sharp drop at index 21 (-0.38) and index 22 (-1.38). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a nonlinear increase, deviating from the previous pattern, indicating a Nonlinear Pattern Anomaly. The overall sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant dis",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 19 (0.28) and index 20 (0.46), followed by a sharp drop at index 21 (-0.38) and index 22 (-1.38). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a nonlinear increase, deviating from the previous pattern, indicating a Nonlinear Pattern Anomaly. The overall sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant dis"
+    },
+    "728": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 10 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 10 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "732": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "736": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "740": {
+        "Thought": "The sequence initially exhibits a stable pattern with minor fluctuations around 3.0, but starting at index 34, there is a sudden and significant drop in values, reaching as low as 0.0. This abrupt change disrupts the normal fluctuation pattern and indicates a sudden flatline anomaly. After this flatline, the sequence gradually recovers and stabilizes, but the initial flatline is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with minor fluctuations around 3.0, but starting at index 34, there is a sudden and significant drop in values, reaching as low as 0.0. This abrupt change disrupts the normal fluctuation pattern and indicates a sudden flatline anomaly. After this flatline, the sequence gradually recovers and stabilizes, but the initial flatline is the most prominent anomaly.\nActionID: 10"
+    },
+    "744": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a"
+    },
+    "748": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "752": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "756": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "760": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant upward trend with large positive values, indicating a nonlinear pattern. The sequence transitions through different behaviors, including drift, flatline, and nonlinear growth, disrupting the original pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant upward trend with large positive values, indicating a nonlinear pattern. The sequence transitions through different behaviors, including drift, flatline, and nonlinear growth, disrupting the original pattern.\nActionID: 14"
+    },
+    "764": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 49, there is a significant spike (0.42) followed by a sharp drop (-0.42, -0.68), which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies. The sequence then returns to a more stable pattern, but the earlier disru",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 49, there is a significant spike (0.42) followed by a sharp drop (-0.42, -0.68), which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies. The sequence then returns to a more stable pattern, but the earlier disru",
+        "ParseError": "unrecognized_action_id"
+    },
+    "768": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "772": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "776": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "780": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "784": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (10.14) and a subsequent sharp increase in values, peaking at index 17 (13.14). This is followed by a return to a more stable range. The sequence then shows a sudden drop at index 33 (8.24) and a subsequent recovery. These patterns indicate a combination of drift, sudden spikes, and potential distributional changes. However, the most prominent anomaly is the sudden spike at index 15 and 17, which disrupts the sequence significantly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (10.14) and a subsequent sharp increase in values, peaking at index 17 (13.14). This is followed by a return to a more stable range. The sequence then shows a sudden drop at index 33 (8.24) and a subsequent recovery. These patterns indicate a combination of drift, sudden spikes, and potential distributional changes. However, the most prominent anomaly is the sudden spike at index 15 and 17, which disrupts the sequence significantly.\nActionID: 12"
+    },
+    "788": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "792": {
+        "Thought": "The time series exhibits a nonlinear pattern with a significant deviation from a linear trend. Initially, the values decrease steadily, then show a sharp drop around index 15, followed by a recovery and a gradual increase. This behavior indicates a nonlinear pattern that breaks the original trend. Additionally, the sequence does not follow a consistent linear or periodic pattern, and the changes in the pattern suggest a machine-system anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with a significant deviation from a linear trend. Initially, the values decrease steadily, then show a sharp drop around index 15, followed by a recovery and a gradual increase. This behavior indicates a nonlinear pattern that breaks the original trend. Additionally, the sequence does not follow a consistent linear or periodic pattern, and the changes in the pattern suggest a machine-system anomaly.\nActionID: 14"
+    },
+    "796": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "800": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 51, where the values decrease from the range of approximately 140-150 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 51, where the values decrease from the range of approximately 140-150 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "804": {
+        "Thought": "The sequence exhibits a sudden spike at index 23 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 23 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.\nActionID: 12"
+    },
+    "808": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "812": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 21 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "816": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "820": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but later shows a gradual upward drift (e.g., 0.1, 0.12, 0.14",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but later shows a gradual upward drift (e.g., 0.1, 0.12, 0.14"
+    },
+    "824": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "828": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "832": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "836": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.\nActionID: 12"
+    },
+    "840": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 20, there is a sudden spike to 50.0, which is significantly higher than the surrounding values. This spike disrupts the normal pattern and is followed by a return to the previous range. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 20, there is a sudden spike to 50.0, which is significantly higher than the surrounding values. This spike disrupts the normal pattern and is followed by a return to the previous range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "844": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 56, reaching a peak at index 60 (119.0). This is followed by a rapid decline and a nonlinear pattern of fluctuations, deviating from the original trend. The sequence transitions into a highly irregular pattern with exponential-like growth and decay, breaking the original linear or consistent trend. This indicates a significant nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 56, reaching a peak at index 60 (119.0). This is followed by a rapid decline and a nonlinear pattern of fluctuations, deviating from the original trend. The sequence transitions into a highly irregular pattern with exponential-like growth and decay, breaking the original linear or consistent trend. This indicates a significant nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "848": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 16, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 16, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "852": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "856": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "860": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "864": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 52.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 52.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.\nActionID: 3"
+    },
+    "868": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "872": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "877": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "881": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 68-73, where the values deviate significantly from the surrounding range. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, where the values deviate from the original trend and exhibit irregular fluctuations, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors points to a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 68-73, where the values deviate significantly from the surrounding range. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, where the values deviate from the original trend and exhibit irregular fluctuations, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors points to a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "885": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 23 (value 1.06), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations with no clear pattern, and there are segments of repeated values (e.g., 1.36 from index 33 to 36 and 1.38 from index 56 to 59). Additionally, there are abrupt changes in the statistical properties of the sequence, such as the mean and variance, indicating a significant shift in the data's behavior. These characteristics suggest a combination of anomalies, including a Sudden S",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 23 (value 1.06), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations with no clear pattern, and there are segments of repeated values (e.g., 1.36 from index 33 to 36 and 1.38 from index 56 to 59). Additionally, there are abrupt changes in the statistical properties of the sequence, such as the mean and variance, indicating a significant shift in the data's behavior. These characteristics suggest a combination of anomalies, including a Sudden S",
+        "ParseError": "unrecognized_action_id"
+    },
+    "889": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "893": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "897": {
+        "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 30, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 46. These abrupt changes in the sequence indicate a significant deviation from the expected pattern, suggesting a nonlinear behavior. The sequence does not follow a consistent linear or periodic trend, and the sharp drops and recoveries disrupt the overall pattern. This behavior is characteristic of a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 30, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 46. These abrupt changes in the sequence indicate a significant deviation from the expected pattern, suggesting a nonlinear behavior. The sequence does not follow a consistent linear or periodic trend, and the sharp drops and recoveries disrupt the overall pattern. This behavior is characteristic of a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "901": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "905": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "909": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.66 at index 11 and -0.66 at index 12), abrupt changes in amplitude, and a nonlinear pattern in certain segments (e.g., the rapid rise and fall around indices 80-90). These disruptions deviate significantly from the expected ECG pattern, indicating a potential anomaly in the sequence. The presence of these irregularities suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.66 at index 11 and -0.66 at index 12), abrupt changes in amplitude, and a nonlinear pattern in certain segments (e.g., the rapid rise and fall around indices 80-90). These disruptions deviate significantly from the expected ECG pattern, indicating a potential anomaly in the sequence. The presence of these irregularities suggests a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "913": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier trend, indicating a Non"
+    },
+    "917": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "921": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "925": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1235.05 to -1055.05, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1235.05 to -1055.05, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "929": {
+        "Thought": "The time series exhibits a repeating pattern where the values oscillate between a decreasing trend and a flatline near zero. However, the sequence does not follow a consistent pattern, and the oscillations are irregular, indicating a disruption in the expected behavior. This suggests a pattern change in the sequence.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern where the values oscillate between a decreasing trend and a flatline near zero. However, the sequence does not follow a consistent pattern, and the oscillations are irregular, indicating a disruption in the expected behavior. This suggests a pattern change in the sequence.\nActionID: 7"
+    },
+    "933": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "937": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "941": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28, followed by a rapid recovery and subsequent large fluctuations. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28, followed by a rapid recovery and subsequent large fluctuations. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "945": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.47, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.47, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "949": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "953": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "957": {
+        "Thought": "The sequence initially fluctuates around a higher range (approximately 40-50) but then abruptly drops to a lower range (approximately 25-30) starting at index 10. This indicates a significant and sustained shift in the statistical properties, such as the mean and variance, of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a higher range (approximately 40-50) but then abruptly drops to a lower range (approximately 25-30) starting at index 10. This indicates a significant and sustained shift in the statistical properties, such as the mean and variance, of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "961": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "965": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "969": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 21, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "973": {
+        "Thought": "The time series exhibits a sudden and significant deviation in amplitude starting at index 68, where the values rapidly increase to a peak of 2.21 and then gradually decrease. This is followed by a return to a more stable range. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal range and then stabilizes. Additionally, the pattern of the sequence before and after the spike is consistent, suggesting the anomaly is localized.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude starting at index 68, where the values rapidly increase to a peak of 2.21 and then gradually decrease. This is followed by a return to a more stable range. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal range and then stabilizes. Additionally, the pattern of the sequence before and after the spike is consistent, suggesting the anomaly is localized.\nActionID: 12"
+    },
+    "977": {
+        "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 34 to 40). However, starting at index 46, there is a sudden and significant increase in values, with a sharp rise to 52.21, followed by a new higher range (approximately 45 to 55). This indicates a sudden change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 34 to 40). However, starting at index 46, there is a sudden and significant increase in values, with a sharp rise to 52.21, followed by a new higher range (approximately 45 to 55). This indicates a sudden change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "981": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "985": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 23, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 23, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+    },
+    "989": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.34, 1.56, 1.72, 1.96, 2.08, 2.28) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.34, 1.56, 1.72, 1.96, 2.08, 2.28) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the"
+    },
+    "993": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data as it may signify a significant cardiac event.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data as it may signify a significant cardiac event.\nActionID: 12"
+    },
+    "997": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -0.71 and -0.83 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.46 and 0.63 around index 85-86, which disrupt the normal fluctuation pattern. These deviations are not isolated but occur in continuous segments, indicating a disruption in the expected ECG pattern. This suggests a Continuous Segment Anomaly.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at multiple points, such as the sharp drop to -0.71 and -0.83 around index 11-12, followed by a recovery. Additionally, there are other irregularities, such as the spike to 0.46 and 0.63 around index 85-86, which disrupt the normal fluctuation pattern. These deviations are not isolated but occur in continuous segments, indicating a disruption in the expected ECG pattern. This suggests a Continuous Segment Anomaly.\nActionID: 13"
+    },
+    "1001": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 63, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 63, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "1005": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.86, 1.08, 1.32, 1.52, 1.76, 2.08,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.86, 1.08, 1.32, 1.52, 1.76, 2.08,"
+    },
+    "1009": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1013": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "1017": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1558.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1558.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1021": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "1025": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.51) followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68), which disrupts the normal fluctuation pattern. Additionally, there is a significant nonlinear pattern starting around index 85, where the values increase rapidly to a peak (1.61) and then decrease, deviating from the original trend. This suggests a combination of sudden spikes and nonlinear changes in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.51) followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68), which disrupts the normal fluctuation pattern. Additionally, there is a significant nonlinear pattern starting around index 85, where the values increase rapidly to a peak (1.61) and then decrease, deviating from the original trend. This suggests a combination of sudden spikes and nonlinear changes in the sequence.\nActionID: 14"
+    },
+    "1029": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1033": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.12, 0.13, 0.14) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.12, 0.13, 0.14) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "1037": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "1041": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 10, where the value (-125.9) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 10, where the value (-125.9) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.\nActionID: 4"
+    },
+    "1045": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "1049": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.52, 0.68, 0.84, 1.04, 1.28, 1.48,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.52, 0.68, 0.84, 1.04, 1.28, 1.48,"
+    },
+    "1053": {
+        "Thought": "The value 40.2 at index 22 significantly deviates from the surrounding data points, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 40.2 at index 22 significantly deviates from the surrounding data points, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "1057": {
+        "Thought": "The value 12852.0 at index 11 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 12852.0 at index 11 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+    },
+    "1061": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1065": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 4 (value 100.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 4 (value 100.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1069": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1073": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1077": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1081": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.92, -1.42). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.92, -1.42). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1085": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a sharp drop and subsequent irregular fluctuations. This indicates a disruption in the statistical properties of the sequence, likely due to a change in the underlying process generating the data. The abrupt shift in mean and variance suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a sharp drop and subsequent irregular fluctuations. This indicates a disruption in the statistical properties of the sequence, likely due to a change in the underlying process generating the data. The abrupt shift in mean and variance suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "1089": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Later, starting around index 70, there is a significant upward drift in values, peaking at index 75 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Later, starting around index 70, there is a significant upward drift in values, peaking at index 75 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nActionID:"
+    },
+    "1093": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+    },
+    "1097": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 11 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 11 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1101": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors"
+    },
+    "1105": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "1109": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 10.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 30 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 10.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 30 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+    },
+    "1113": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant nonlinear increase, peaking at index 43, and then a sharp decline. Later, starting at index 87, there is a gradual upward drift, followed by a nonlinear increase and a sudden spike at index 93. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the dominant anomaly is the non",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant nonlinear increase, peaking at index 43, and then a sharp decline. Later, starting at index 87, there is a gradual upward drift, followed by a nonlinear increase and a sudden spike at index 93. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the dominant anomaly is the non"
+    },
+    "1117": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 72, where the value drops sharply to -1.11 and then further to -1.41, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no consistent long-term trend or pattern disruption beyond this isolated event.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 72, where the value drops sharply to -1.11 and then further to -1.41, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no consistent long-term trend or pattern disruption beyond this isolated event.\nActionID: 12"
+    },
+    "1121": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend.\nActionID: 14"
+    },
+    "1125": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 8 to 10, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 8 to 10, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "1129": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1133": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1137": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original trend.\nActionID: 14"
+    },
+    "1141": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1145": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 0.24) and a significant drop at index 30 (value -1.0). This is followed by a recovery and a nonlinear upward trend starting around index 33, where the values increase exponentially. The sequence also shows irregular fluctuations and abrupt changes in amplitude, indicating a combination of drift, sudden spikes, and nonlinear pattern anomalies. The most prominent anomaly is the nonlinear pattern anomaly due to the exponential growth in the latter part of the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 0.24) and a significant drop at index 30 (value -1.0). This is followed by a recovery and a nonlinear upward trend starting around index 33, where the values increase exponentially. The sequence also shows irregular fluctuations and abrupt changes in amplitude, indicating a combination of drift, sudden spikes, and nonlinear pattern anomalies. The most prominent anomaly is the nonlinear pattern anomaly due to the exponential growth in the latter part of the sequence.\nActionID: 14"
+    },
+    "1149": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1153": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1157": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 49 (value 10.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 49.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 49 (value 10.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 49.\nActionID: 12"
+    },
+    "1161": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (14.12, 14.14, 14.16, 14.18) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (14.12, 14.14, 14.16, 14.18) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+    },
+    "1165": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1169": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 74, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 74, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1173": {
+        "Thought": "The value 1525.0 at index 10 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1300. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 1525.0 at index 10 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1300. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+    },
+    "1177": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a drop to -0.48 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations that disrupt the normal ECG pattern, which could be indicative of abnormal cardiac activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a drop to -0.48 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations that disrupt the normal ECG pattern, which could be indicative of abnormal cardiac activity.\nActionID: 12"
+    },
+    "1181": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1185": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1189": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 41, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 41, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.\nActionID: 10"
+    },
+    "1193": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "1197": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.27 and 0.51, and the drop to -0.59 and -1.23, which disrupt the sequence temporarily. These sudden deviations from the normal pattern indicate the presence of multiple sudden spikes and drops. Additionally, the sequence does not return to a consistent baseline after these disruptions, further confirming the anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.27 and 0.51, and the drop to -0.59 and -1.23, which disrupt the sequence temporarily. These sudden deviations from the normal pattern indicate the presence of multiple sudden spikes and drops. Additionally, the sequence does not return to a consistent baseline after these disruptions, further confirming the anomaly.\nActionID: 12"
+    },
+    "1201": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 48, there is a sudden and significant increase in values, peaking at 0.36, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 48, there is a sudden and significant increase in values, peaking at 0.36, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike.\nActionID: 12"
+    },
+    "1205": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "1209": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1213": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, from index 96 onward, there is a significant nonlinear growth pattern (e.g., 0.94, 2.7, 4.39, 5.11) that deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows abrupt changes in statistical properties at various",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, from index 96 onward, there is a significant nonlinear growth pattern (e.g., 0.94, 2.7, 4.39, 5.11) that deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows abrupt changes in statistical properties at various"
+    },
+    "1217": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 24, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 24, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1221": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 22 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1225": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -0"
+    },
+    "1229": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.066, 0.068) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.066, 0.068) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "1233": {
+        "Thought": "The sequence exhibits a sudden and significant drop to 0.0 at index 27, which is an abrupt flatline that disrupts the normal fluctuations of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop to 0.0 at index 27, which is an abrupt flatline that disrupts the normal fluctuations of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1237": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1241": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at the end, where the values jump from a normal range (around 1.0) to 12.34, 12.34, and 12.34, before returning to a more typical range. This abrupt and significant deviation indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at the end, where the values jump from a normal range (around 1.0) to 12.34, 12.34, and 12.34, before returning to a more typical range. This abrupt and significant deviation indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1245": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.47, -1.69, -1.11, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.47, -1.69, -1.11, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "1249": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1253": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1257": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1261": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 123.0 to -11.0, followed by a recovery to 112.0, and then another drop to -123.0. These abrupt changes in the mean and variance indicate a disruption in the sequence's statistical properties. This suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 123.0 to -11.0, followed by a recovery to 112.0, and then another drop to -123.0. These abrupt changes in the mean and variance indicate a disruption in the sequence's statistical properties. This suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "1265": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a significant upward drift in values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a significant upward drift in values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.\nActionID: 14"
+    },
+    "1269": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1273": {
+        "Thought": "The sequence initially exhibits a prolonged flatline of zeros, followed by a sudden shift to negative values starting at index 48. This abrupt transition disrupts the flatline pattern and introduces a new fluctuating pattern with negative values. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a prolonged flatline of zeros, followed by a sudden shift to negative values starting at index 48. This abrupt transition disrupts the flatline pattern and introduces a new fluctuating pattern with negative values. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.\nActionID: 4"
+    },
+    "1277": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.28, -1.69, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.28, -1.69, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1281": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1285": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.07), but starting at index 16, there is a sudden increase in values, peaking at 0.14. This is followed by a gradual decline and stabilization at a lower range (0.03 to 0.05). The abrupt increase and subsequent stabilization indicate a significant change in the statistical properties of the sequence, such as the mean and variance. This suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.07), but starting at index 16, there is a sudden increase in values, peaking at 0.14. This is followed by a gradual decline and stabilization at a lower range (0.03 to 0.05). The abrupt increase and subsequent stabilization indicate a significant change in the statistical properties of the sequence, such as the mean and variance. This suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "1289": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1293": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 12 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 12 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1297": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1301": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.\nActionID: 0"
+    },
+    "1305": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.3, 4.31, 5.11) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.3, 4.31, 5.11) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "1309": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1313": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series.\nActionID: 3"
+    },
+    "1317": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 15, where the value (-2495.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 15, where the value (-2495.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.\nActionID: 1"
+    },
+    "1321": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1325": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.02, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.22, 1.48, 1.68, 1.96, 2.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.02, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.22, 1.48, 1.68, 1.96, 2."
+    },
+    "1329": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.12, -0.13). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (-0.92) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., -0.02 to -0.12), indicating a Drift An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.12, -0.13). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (-0.92) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., -0.02 to -0.12), indicating a Drift An"
+    },
+    "1333": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.4), which is characteristic of a Sudden Spike Anomaly. Following this, the sequence transitions into a flatline of zeros (e.g., 0.0, 0.0, 0.0, 0.0), indicating a Sudden Flatline Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06, 0.1, 0.14, 0.18, 0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.4), which is characteristic of a Sudden Spike Anomaly. Following this, the sequence transitions into a flatline of zeros (e.g., 0.0, 0.0, 0.0, 0.0), indicating a Sudden Flatline Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06, 0.1, 0.14, 0.18, 0"
+    },
+    "1337": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.3, 1.92, 2.11, 2.56, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.3, 1.92, 2.11, 2.56, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0"
+    },
+    "1341": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1345": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.66 followed by a steep drop to -0.7 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.66 followed by a steep drop to -0.7 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "1349": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant nonlinear increase, peaking at index 55, and then a sharp decline. Later, starting at index 115, there is a gradual upward drift, followed by a nonlinear increase and a peak at index 123. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the dominant anomaly is the non",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant nonlinear increase, peaking at index 55, and then a sharp decline. Later, starting at index 115, there is a gradual upward drift, followed by a nonlinear increase and a peak at index 123. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the dominant anomaly is the non"
+    },
+    "1353": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 49, there is a significant spike (0.52) followed by a sharp drop (-0.42, -0.68), which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies. Additionally, the sequence later stabilizes but shows smaller fluctuations around",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 49, there is a significant spike (0.52) followed by a sharp drop (-0.42, -0.68), which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies. Additionally, the sequence later stabilizes but shows smaller fluctuations around",
+        "ParseError": "unrecognized_action_id"
+    },
+    "1357": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "1361": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1365": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the segment around index 20-30 where the amplitude decreases significantly compared to the earlier part of the sequence. This disruption in the periodic pattern indicates a deviation from the expected behavior.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the segment around index 20-30 where the amplitude decreases significantly compared to the earlier part of the sequence. This disruption in the periodic pattern indicates a deviation from the expected behavior.\nActionID: 2"
+    },
+    "1369": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62), followed by a sharp drop (-0.68 and -1.11), which significantly deviates from the expected range of the sequence. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62), followed by a sharp drop (-0.68 and -1.11), which significantly deviates from the expected range of the sequence. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+    },
+    "1373": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 29, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 33, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 29, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 33, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "1377": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop (-0.42, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 64 to 80), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop (-0.42, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 64 to 80), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "1381": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1385": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "1389": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "1393": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.1, 0.14, 0.17, 0.21) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of these",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.1, 0.14, 0.17, 0.21) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of these"
+    },
+    "1397": {
+        "Thought": "The sequence contains isolated high values (e.g., 1.0, 2.0, 3.0) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or periodic pattern, making them sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains isolated high values (e.g., 1.0, 2.0, 3.0) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or periodic pattern, making them sporadic anomalies.\nActionID: 8"
+    },
+    "1401": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+    },
+    "1405": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to fluctuate irregularly, deviating from the earlier smooth trend. This indicates a potential change in the pattern of the time series.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to fluctuate irregularly, deviating from the earlier smooth trend. This indicates a potential change in the pattern of the time series.\nActionID: 7"
+    },
+    "1409": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual rise and fall in values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual rise and fall in values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+    },
+    "1413": {
+        "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 16, disrupting the normal fluctuations. This flatline persists intermittently throughout the sequence, indicating a loss of normal variability in the sensor readings.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 16, disrupting the normal fluctuations. This flatline persists intermittently throughout the sequence, indicating a loss of normal variability in the sensor readings.\nActionID: 10"
+    },
+    "1417": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1421": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "1425": {
+        "Thought": "The sequence exhibits a sudden spike at index 4 (value 10.0), which significantly deviates from the surrounding values that generally range between 3.0 and 4.0. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 4 (value 10.0), which significantly deviates from the surrounding values that generally range between 3.0 and 4.0. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1429": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+    },
+    "1433": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12650.0) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12650.0) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "1437": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a sudden and significant drop at index 23 (from 10.0 to 7.0), which disrupts the overall pattern. This is followed by a recovery and a new upward trend. The sudden drop at index 23 is a clear anomaly, as it deviates sharply from the surrounding values. This behavior is indicative of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden and significant drop at index 23 (from 10.0 to 7.0), which disrupts the overall pattern. This is followed by a recovery and a new upward trend. The sudden drop at index 23 is a clear anomaly, as it deviates sharply from the surrounding values. This behavior is indicative of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1441": {
+        "Thought": "The time series exhibits multiple irregularities. Initially, there is a sharp drop from 0.249 to 0.031, followed by a recovery and a gradual increase. However, at index 11, there is a sudden spike to 0.212, which is significantly higher than the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption. Additionally, the sequence shows fluctuations in amplitude and lacks a consistent pattern, but the most prominent anomaly is the sudden spike at index 11.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities. Initially, there is a sharp drop from 0.249 to 0.031, followed by a recovery and a gradual increase. However, at index 11, there is a sudden spike to 0.212, which is significantly higher than the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption. Additionally, the sequence shows fluctuations in amplitude and lacks a consistent pattern, but the most prominent anomaly is the sudden spike at index 11.\nActionID: 12"
+    },
+    "1445": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern An"
+    },
+    "1449": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.68 to 2.81), followed by a gradual decline and drift. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the most prominent anomaly is the nonlinear growth and subsequent decline, which disrupt",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.68 to 2.81), followed by a gradual decline and drift. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the most prominent anomaly is the nonlinear growth and subsequent decline, which disrupt"
+    },
+    "1453": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 24, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 24, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1457": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.36, 1.52, 1.78, 2.02) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.36, 1.52, 1.78, 2.02) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "1461": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 17), abrupt drops (e.g., -100.0 at index 20), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and abrupt changes in the sequence. The most prominent anomaly is the sudden spike at index 17, which stands out as a significant deviation.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 17), abrupt drops (e.g., -100.0 at index 20), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and abrupt changes in the sequence. The most prominent anomaly is the sudden spike at index 17, which stands out as a significant deviation.\nActionID: 12"
+    },
+    "1465": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "1469": {
+        "Thought": "The value 60.9 at index 17 is a significant outlier compared to the surrounding values, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 60.9 at index 17 is a significant outlier compared to the surrounding values, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "1473": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1477": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 1.06) and a subsequent sharp increase to 1.36 at index 31. This is followed by a nonlinear pattern of fluctuations, including exponential-like growth and irregular oscillations. The sequence transitions into a highly irregular pattern with significant deviations from the original trend, indicating a combination of drift, sudden spikes, and nonlinear changes.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 1.06) and a subsequent sharp increase to 1.36 at index 31. This is followed by a nonlinear pattern of fluctuations, including exponential-like growth and irregular oscillations. The sequence transitions into a highly irregular pattern with significant deviations from the original trend, indicating a combination of drift, sudden spikes, and nonlinear changes.\nActionID: 14"
+    },
+    "1481": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 59 (value 43.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is isolated and disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 59 (value 43.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is isolated and disrupts the normal fluctuation pattern of the sequence.\nActionID: 12"
+    },
+    "1485": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "1489": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "1493": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "1497": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1501": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.66, 0.82, 0.94, 1.08, 1.28, 1.48, 1.68) starting around index 96,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.66, 0.82, 0.94, 1.08, 1.28, 1.48, 1.68) starting around index 96,"
+    },
+    "1505": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.24, 0.56, -0.33, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.24, 0.56, -0.33, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+    },
+    "1509": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.48, 0.56, 0.64, 0.72, 0.84, 0.92, 1.08, 1",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.48, 0.56, 0.64, 0.72, 0.84, 0.92, 1.08, 1"
+    },
+    "1513": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 72, where the value drops sharply to -0.91 and then further to -1.23, followed by a recovery to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no other significant disruptions or changes in pattern, and the anomaly is isolated to this segment.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 72, where the value drops sharply to -0.91 and then further to -1.23, followed by a recovery to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no other significant disruptions or changes in pattern, and the anomaly is isolated to this segment.\nActionID: 12"
+    },
+    "1517": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+    },
+    "1521": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop into negative values (e.g., -0.02, -0.03). Around index 55, there is a significant nonlinear pattern with extreme values (e.g., 0.62, -0.62, -0.78), indicating a disruption in the original trend. Later, starting at index 115, there is a rapid and nonlinear",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop into negative values (e.g., -0.02, -0.03). Around index 55, there is a significant nonlinear pattern with extreme values (e.g., 0.62, -0.62, -0.78), indicating a disruption in the original trend. Later, starting at index 115, there is a rapid and nonlinear",
+        "ParseError": "unrecognized_action_id"
+    },
+    "1525": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1529": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38) starting around index 100, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38) starting around index 100, which deviates from the"
+    },
+    "1533": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "1537": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.22) and a subsequent extreme drop at index 97 (value -1.28), followed by a recovery. This sequence exhibits a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Such anomalies are often observed in ECG signals due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.22) and a subsequent extreme drop at index 97 (value -1.28), followed by a recovery. This sequence exhibits a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Such anomalies are often observed in ECG signals due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "1541": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.92, 1.18, 1.48, 1.68, 1.96, 2.28) starting around index 100",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.92, 1.18, 1.48, 1.68, 1.96, 2.28) starting around index 100"
+    },
+    "1545": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.2, 1.56, 1.92, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.2, 1.56, 1.92, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "1549": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1777.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1777.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.\nActionID: 1"
+    },
+    "1553": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.\nActionID: 0"
+    },
+    "1557": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 27 and 0.23 at index 57), abrupt drops (e.g., -0.01 at index 28 and -0.02 at index 58), and segments of flat or near-flat values (e.g., consecutive 0.0 values from index 30 to 33). These disruptions indicate a combination of sudden spikes and flatline behavior, which are characteristic of anomalies in environmental sensor data. The most prominent anomaly is the sudden spike at index 27.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 27 and 0.23 at index 57), abrupt drops (e.g., -0.01 at index 28 and -0.02 at index 58), and segments of flat or near-flat values (e.g., consecutive 0.0 values from index 30 to 33). These disruptions indicate a combination of sudden spikes and flatline behavior, which are characteristic of anomalies in environmental sensor data. The most prominent anomaly is the sudden spike at index 27.\nActionID: 12"
+    },
+    "1561": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "1565": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1569": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a sudden change in the behavior of the sensor. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a sudden change in the behavior of the sensor. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1573": {
+        "Thought": "The value 12952.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 12952.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+    },
+    "1577": {
+        "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 33, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+    },
+    "1581": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1585": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1589": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.9 and -1.33. These abrupt changes disrupt the normal pattern of the ECG signal. The flatline behavior and sudden spikes/drops suggest a Sudden Flatline Anomaly followed by Sudden Spike An",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.9 and -1.33. These abrupt changes disrupt the normal pattern of the ECG signal. The flatline behavior and sudden spikes/drops suggest a Sudden Flatline Anomaly followed by Sudden Spike An"
+    },
+    "1593": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "1597": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1601": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 43-47, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.1, -0.87, -0.72, -0.66) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows some irregular fluctuations in the later part, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 43-47, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.1, -0.87, -0.72, -0.66) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows some irregular fluctuations in the later part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "1605": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 26, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 26, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1609": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop around index 16, where the values decrease significantly and stabilize at a lower range. This indicates a change in the statistical properties, such as the mean and variance, suggesting an abrupt shift in the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop around index 16, where the values decrease significantly and stabilize at a lower range. This indicates a change in the statistical properties, such as the mean and variance, suggesting an abrupt shift in the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "1613": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 74, there is a significant spike (0.42) followed by a sharp drop to -0.58 and -1.0, indicating a sudden and extreme deviation from the normal range. This is followed by a recovery phase with a gradual upward drift (e.g.,",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 74, there is a significant spike (0.42) followed by a sharp drop to -0.58 and -1.0, indicating a sudden and extreme deviation from the normal range. This is followed by a recovery phase with a gradual upward drift (e.g.,",
+        "ParseError": "unrecognized_action_id"
+    },
+    "1617": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1365.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1365.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1621": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.82, 1.0, 1.32, 1.56, 1.72) starting around index 90, which deviates from the earlier fluctuations, indicating a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.82, 1.0, 1.32, 1.56, 1.72) starting around index 90, which deviates from the earlier fluctuations, indicating a"
+    },
+    "1625": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1629": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 33, there is a noticeable upward shift in the values, with a new range forming around 1.0. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 33, there is a noticeable upward shift in the values, with a new range forming around 1.0. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data.\nActionID: 4"
+    },
+    "1634": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.16, 0.38) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.16, 0.38) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "1638": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "1642": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "1646": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "1650": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1654": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value shifts abruptly from -2252.35 to -1515.21, before returning to a similar range in subsequent points. This indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value shifts abruptly from -2252.35 to -1515.21, before returning to a similar range in subsequent points. This indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1658": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "1662": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.38, -1.39). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.38, -1.39). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike."
+    },
+    "1666": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 10.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 30 to 40, where values increase exponentially. This is followed by a sharp drop and fluctuations, indicating a significant deviation from the original trend. The sequence also shows a sudden spike at index 59 (value 10.0) and a subsequent drop. These characteristics suggest a combination of drift, sudden spikes, and nonlinear pattern anomalies.",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 10.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 30 to 40, where values increase exponentially. This is followed by a sharp drop and fluctuations, indicating a significant deviation from the original trend. The sequence also shows a sudden spike at index 59 (value 10.0) and a subsequent drop. These characteristics suggest a combination of drift, sudden spikes, and nonlinear pattern anomalies.\nActionID:",
+        "ParseError": "unrecognized_action_id"
+    },
+    "1670": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1674": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-1577.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-1577.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "1678": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 12, 13, and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 12, 13, and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.\nActionID: 10"
+    },
+    "1682": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.\nActionID: 8"
+    },
+    "1686": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1690": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1694": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop in values around index 29, where the sequence transitions into a flatline of repeated values (1.36) for several points. This is followed by a recovery and fluctuations, but the flatline disrupts the normal fluctuation pattern. The flatline behavior is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop in values around index 29, where the sequence transitions into a flatline of repeated values (1.36) for several points. This is followed by a recovery and fluctuations, but the flatline disrupts the normal fluctuation pattern. The flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1698": {
+        "Thought": "The value 3.38 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 0.2 and 0.6. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 3.38 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 0.2 and 0.6. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "1702": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1706": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "1710": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 30 (value 1365.06), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 30 (value 1365.06), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+    },
+    "1714": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values oscillate between extreme positive and negative ranges, and there is no consistent trend or periodicity. The sequence deviates from any linear or predictable pattern, indicating a nonlinear behavior.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values oscillate between extreme positive and negative ranges, and there is no consistent trend or periodicity. The sequence deviates from any linear or predictable pattern, indicating a nonlinear behavior.\nActionID: 14"
+    },
+    "1718": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 27 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a highly irregular pattern with large fluctuations, including a sharp drop at index 33 (value -1.0) and subsequent recovery. This indicates a combination of a Sudden Spike Anomaly and a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike at index 27.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 27 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a highly irregular pattern with large fluctuations, including a sharp drop at index 33 (value -1.0) and subsequent recovery. This indicates a combination of a Sudden Spike Anomaly and a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike at index 27.\nActionID: 12"
+    },
+    "1722": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "1726": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1730": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1734": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1738": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.22, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.22, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG"
+    },
+    "1742": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.42, 0.68, 0.86, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 90",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.42, 0.68, 0.86, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 90"
+    },
+    "1746": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a gradual drift away from the expected utilization pattern.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a gradual drift away from the expected utilization pattern.\nActionID: 11"
+    },
+    "1750": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1754": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "1758": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 27, there is a sudden and significant increase in values, peaking at 55.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 27, there is a sudden and significant increase in values, peaking at 55.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+    },
+    "1762": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1766": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 37, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 37, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.\nActionID: 10"
+    },
+    "1770": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1774": {
+        "Thought": "The sequence initially shows a gradual decline in values, followed by a sudden flatline of zeros starting at index 16. This flatline persists for a significant duration, disrupting the normal fluctuations. After the flatline, the sequence resumes with a gradual decline, but the flatline segment is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decline in values, followed by a sudden flatline of zeros starting at index 16. This flatline persists for a significant duration, disrupting the normal fluctuations. After the flatline, the sequence resumes with a gradual decline, but the flatline segment is the most prominent anomaly.\nActionID: 10"
+    },
+    "1778": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 86 (value 0.22) and a subsequent extreme drop at index 87 (value -1.28), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 86 (value 0.22) and a subsequent extreme drop at index 87 (value -1.28), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1782": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a partial recovery, but the overall trend shows a gradual deviation from the initial level, indicating a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a partial recovery, but the overall trend shows a gradual deviation from the initial level, indicating a drift anomaly.\nActionID: 11"
+    },
+    "1786": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "1790": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "1794": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1451.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1451.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "1798": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.21, 2.51) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.21, 2.51) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "1802": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "1806": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 57 to 60, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 57 to 60, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1810": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 1.3 to 1.6), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 1.3 to 1.6), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.\nActionID: 4"
+    },
+    "1814": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, with minor variations that are expected in such data. There are no indications of anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, with minor variations that are expected in such data. There are no indications of anomalies.\nActionID: 0"
+    },
+    "1818": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -1.0, -0.87, -0.77). This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence returns to a more stable range after this deviation, further supporting the presence of a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -1.0, -0.87, -0.77). This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence returns to a more stable range after this deviation, further supporting the presence of a change point anomaly.\nActionID: 4"
+    },
+    "1822": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+    },
+    "1826": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a systematic drift away from the normal level, which is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "1830": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.\nActionID: 0"
+    },
+    "1834": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.\nActionID: 0"
+    },
+    "1838": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "1842": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1846": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12188.0) from index 22 to 24, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12188.0) from index 22 to 24, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1850": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1854": {
+        "Thought": "The sequence exhibits a gradual downward drift in values, starting from approximately 6.94 and decreasing to around 5.06. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data. The fluctuations within the sequence do not return to the original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, starting from approximately 6.94 and decreasing to around 5.06. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data. The fluctuations within the sequence do not return to the original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "1858": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.08 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.08 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1862": {
+        "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation pattern. However, after the decline, the sequence stabilizes into a flatline-like behavior with repeated values around 0.14, indicating a loss of normal fluctuations. This sudden flatline behavior is indicative of a system anomaly where the machine may have entered a stable but inactive state.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation pattern. However, after the decline, the sequence stabilizes into a flatline-like behavior with repeated values around 0.14, indicating a loss of normal fluctuations. This sudden flatline behavior is indicative of a system anomaly where the machine may have entered a stable but inactive state.\nActionID: 10"
+    },
+    "1866": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.12, 0.38) followed by a sharp drop (-0.68, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.12, 0.38) followed by a sharp drop (-0.68, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "1870": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1874": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "1878": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 20, the sequence stabilizes into a flatline with minimal fluctuations, indicating a loss of normal variability. This sudden transition to a flatline suggests a system anomaly where the machine's behavior becomes static and repetitive, disrupting the expected pattern.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 20, the sequence stabilizes into a flatline with minimal fluctuations, indicating a loss of normal variability. This sudden transition to a flatline suggests a system anomaly where the machine's behavior becomes static and repetitive, disrupting the expected pattern.\nActionID: 10"
+    },
+    "1882": {
+        "Thought": "The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "1886": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.31, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.31, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "1890": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 49, there is a significant spike (0.52) followed by a sharp drop (-0.42, -0.68, -0.72), which is characteristic of sudden spikes and drops. These disruptions are followed by a gradual recovery and stabilization, but the sequence remains irregular. The presence of these sudden",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 49, there is a significant spike (0.52) followed by a sharp drop (-0.42, -0.68, -0.72), which is characteristic of sudden spikes and drops. These disruptions are followed by a gradual recovery and stabilization, but the sequence remains irregular. The presence of these sudden",
+        "ParseError": "unrecognized_action_id"
+    },
+    "1894": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "1898": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 4.2, followed by a sharp decline and stabilization at a lower range. This indicates a significant change in the statistical properties, such as the mean and variance, at certain points in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 4.2, followed by a sharp decline and stabilization at a lower range. This indicates a significant change in the statistical properties, such as the mean and variance, at certain points in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "1902": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value plummets to 121.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value plummets to 121.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "1906": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1910": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1914": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1918": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1922": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern An"
+    },
+    "1926": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden spike to 0.01 and then a gradual increase in values, eventually stabilizing around 0.1. This indicates a transition from a flatline to a fluctuating pattern, with no return to the original flatline. The sudden spike and subsequent stabilization suggest a disruption in the normal behavior of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden spike to 0.01 and then a gradual increase in values, eventually stabilizing around 0.1. This indicates a transition from a flatline to a fluctuating pattern, with no return to the original flatline. The sudden spike and subsequent stabilization suggest a disruption in the normal behavior of the time series.\nActionID: 10"
+    },
+    "1930": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "1934": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 60 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 60 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "1938": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "1942": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1946": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 130-140), but starting at index 16, there is a noticeable downward shift in the values, with a new range forming around 110-120. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 130-140), but starting at index 16, there is a noticeable downward shift in the values, with a new range forming around 110-120. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "1950": {
+        "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial. There are no indications of anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial. There are no indications of anomalies.\nActionID: 0"
+    },
+    "1954": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1958": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 49, there is a sudden flatline of zeros, followed by a significant drop to negative values (e.g., -1.0, -1.32, -1.34). This indicates a combination of a Sudden Flatline Anomaly and a Continuous Segment Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The most prominent anomaly is the nonlinear pattern change.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 49, there is a sudden flatline of zeros, followed by a significant drop to negative values (e.g., -1.0, -1.32, -1.34). This indicates a combination of a Sudden Flatline Anomaly and a Continuous Segment Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The most prominent anomaly is the nonlinear pattern change.\nActionID: 14"
+    },
+    "1962": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "1966": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These extreme deviations suggest an",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These extreme deviations suggest an"
+    },
+    "1970": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.18) followed by a sharp drop (-0.09) and a significant outlier (-0.44). This is followed by a recovery and a gradual upward drift, indicating a combination of sudden spikes, amplitude anomalies, and drift anomalies. The sharp drop and recovery suggest a Sudden Spike Anomaly, while the gradual upward drift suggests a Drift Anomaly. However, the most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.18) followed by a sharp drop (-0.09) and a significant outlier (-0.44). This is followed by a recovery and a gradual upward drift, indicating a combination of sudden spikes, amplitude anomalies, and drift anomalies. The sharp drop and recovery suggest a Sudden Spike Anomaly, while the gradual upward drift suggests a Drift Anomaly. However, the most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly"
+    },
+    "1974": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12662.44) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12662.44) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "1978": {
+        "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 10), abrupt drops (e.g., 0.0 at index 11), and fluctuating values that deviate from a consistent pattern. These anomalies disrupt the expected behavior of the time series, indicating a combination of sudden spikes and potential distributional changes. However, the most prominent anomaly is the sudden spike at index 10, which significantly deviates from the surrounding values.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 10), abrupt drops (e.g., 0.0 at index 11), and fluctuating values that deviate from a consistent pattern. These anomalies disrupt the expected behavior of the time series, indicating a combination of sudden spikes and potential distributional changes. However, the most prominent anomaly is the sudden spike at index 10, which significantly deviates from the surrounding values.\nActionID: 12"
+    },
+    "1982": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.\nActionID: 0"
+    },
+    "1986": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1990": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 16), abrupt changes in amplitude (e.g., 10.0 to 16.0 and back to 10.0), and a nonlinear pattern of fluctuations. These disruptions indicate a significant deviation from any consistent or predictable trend, suggesting a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 16), abrupt changes in amplitude (e.g., 10.0 to 16.0 and back to 10.0), and a nonlinear pattern of fluctuations. These disruptions indicate a significant deviation from any consistent or predictable trend, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1994": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1998": {
+        "Thought": "The sequence exhibits sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sparsely throughout the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sparsely throughout the time series.\nActionID: 8"
+    },
+    "2002": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 68 to 73, where the values plummet to -1.24, -1.51, -1.0, -0.7, -0.5, and -0.32, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 68 to 73, where the values plummet to -1.24, -1.51, -1.0, -0.7, -0.5, and -0.32, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2006": {
+        "Thought": "The sequence exhibits a sudden spike at index 4 (value 40.94) and index 5 (value 40.94), which are significantly higher than the surrounding values that generally range between 25 and 30. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 4 (value 40.94) and index 5 (value 40.94), which are significantly higher than the surrounding values that generally range between 25 and 30. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+    },
+    "2010": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2014": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.\nActionID: 11"
+    },
+    "2018": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 53.56, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 53.56, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.\nActionID: 3"
+    },
+    "2022": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 74, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 74, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.\nActionID: 12"
+    },
+    "2026": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 29, where the values jump from the mid-30s range to the 40s and 50s range, peaking at 56.86. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After this peak, the values return to the previous range, suggesting a temporary disruption.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 29, where the values jump from the mid-30s range to the 40s and 50s range, peaking at 56.86. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After this peak, the values return to the previous range, suggesting a temporary disruption.\nActionID: 4"
+    },
+    "2030": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2034": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.231 at index 27), abrupt drops (e.g., 0.092 at index 13 and 0.066 at index 28), and fluctuating patterns that deviate from a consistent trend. These anomalies disrupt the expected behavior of the sequence, indicating a combination of sudden spikes and abrupt changes. The most prominent anomaly is the sudden spike at index 11, which significantly deviates from the surrounding values.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.231 at index 27), abrupt drops (e.g., 0.092 at index 13 and 0.066 at index 28), and fluctuating patterns that deviate from a consistent trend. These anomalies disrupt the expected behavior of the sequence, indicating a combination of sudden spikes and abrupt changes. The most prominent anomaly is the sudden spike at index 11, which significantly deviates from the surrounding values.\nActionID: 12"
+    },
+    "2038": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), which disrupt the normal pattern. These abrupt changes are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), which disrupt the normal pattern. These abrupt changes are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2042": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "2046": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "2050": {
+        "Thought": "The sequence exhibits a generally stable pattern with values fluctuating around a consistent range. However, there are occasional deviations, such as the spike to 0.2 at index 39 and the spike to 0.25 at index 57, which are significantly higher than the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a generally stable pattern with values fluctuating around a consistent range. However, there are occasional deviations, such as the spike to 0.2 at index 39 and the spike to 0.25 at index 57, which are significantly higher than the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "2054": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 130-140), but starting at index 10, there is a noticeable upward shift in the values, with a new range forming around 145-155. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 130-140), but starting at index 10, there is a noticeable upward shift in the values, with a new range forming around 145-155. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2058": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2062": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 20, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence shows irregular fluctuations and transitions, breaking the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 20, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence shows irregular fluctuations and transitions, breaking the original linear rule.\nActionID: 14"
+    },
+    "2066": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "2070": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 1.36, 1.38, 1.36, 1.38) that disrupt the normal fluctuation pattern. These repeated values appear at irregular intervals, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 1.36, 1.38, 1.36, 1.38) that disrupt the normal fluctuation pattern. These repeated values appear at irregular intervals, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "2074": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 37 (-1.28) and index 38 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 37 (-1.28) and index 38 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2078": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "2083": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 23, where the value plummets to -120.0, which is significantly lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a sudden and sharp deviation from the normal pattern. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 23, where the value plummets to -120.0, which is significantly lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a sudden and sharp deviation from the normal pattern. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2087": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "2091": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.58, -1.62), which is highly unusual for an ECG signal. This is indicative of a sudden spike anomaly, as the values deviate significantly from the expected range and return to a more stable pattern afterward.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.58, -1.62), which is highly unusual for an ECG signal. This is indicative of a sudden spike anomaly, as the values deviate significantly from the expected range and return to a more stable pattern afterward.\nActionID: 12"
+    },
+    "2095": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12810.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12810.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "2099": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2103": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 50, where the values drop sharply to -1.11 and -1.34, followed by a recovery and a gradual upward trend. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregularities in the later part, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 50, where the values drop sharply to -1.11 and -1.34, followed by a recovery and a gradual upward trend. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregularities in the later part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "2107": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "2111": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable pattern. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase smoothly over time, following a predictable pattern. This indicates a normal sequence.\nActionID: 0"
+    },
+    "2115": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 85, there is a significant upward drift in values, peaking at 2.11, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 85-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 85, there is a significant upward drift in values, peaking at 2.11, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 85-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "2119": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+    },
+    "2123": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "2127": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 6.9 and eventually stabilizing near 5.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 6.9 and eventually stabilizing near 5.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "2131": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -0.61), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with exponential growth (e.g., 0.27 to 2.51) and subsequent decay. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -0.61), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with exponential growth (e.g., 0.27 to 2.51) and subsequent decay. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+    },
+    "2135": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "2139": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 80, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 80, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2143": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 11 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 11 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "2147": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2151": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 13 (value 1020.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13 (value 1020.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2155": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+    },
+    "2159": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-1291.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated extreme value disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-1291.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "2163": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "2167": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.01) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.01) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+    },
+    "2171": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.0, 3.72, 4.72) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.0, 3.72, 4.72) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "2175": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.18 to 0.46 to -0.68 to -1.11). Later, there is a nonlinear pattern with rapid changes in amplitude (e.g., 0.18 to 0.46 to -0.68 to -1.11). Additionally, the sequence shows a sudden flatline of zeros (e.g., 0.0 at indices 52-53). These patterns indicate a combination of drift,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.18 to 0.46 to -0.68 to -1.11). Later, there is a nonlinear pattern with rapid changes in amplitude (e.g., 0.18 to 0.46 to -0.68 to -1.11). Additionally, the sequence shows a sudden flatline of zeros (e.g., 0.0 at indices 52-53). These patterns indicate a combination of drift,"
+    },
+    "2179": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "2183": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2187": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present.\nActionID: 0"
+    },
+    "2191": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 13.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 13.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2195": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2199": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2203": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1555.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1555.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2207": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 13.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 13.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2211": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2215": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2219": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.06, 0.07, 0.08) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.06, 0.07, 0.08) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "2223": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "2227": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.92, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.92, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -0"
+    },
+    "2231": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.2, 1.56, 1.92, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.2, 1.56, 1.92, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "2235": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2239": {
+        "Thought": "The sequence initially exhibits a gradual linear increase, followed by a sudden and sharp drop at index 23, where the value transitions from 1.0 to 0.0. This abrupt change disrupts the normal pattern and indicates a significant anomaly. After the drop, the sequence resumes with a new pattern, suggesting a sudden and isolated disruption.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear increase, followed by a sudden and sharp drop at index 23, where the value transitions from 1.0 to 0.0. This abrupt change disrupts the normal pattern and indicates a significant anomaly. After the drop, the sequence resumes with a new pattern, suggesting a sudden and isolated disruption.\nActionID: 10"
+    },
+    "2243": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2247": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, indicating a Sudden Spike Anomaly. Subsequently, there is a nonlinear growth pattern starting around index 87, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a significant change in statistical properties, such as mean and variance, at various points, suggesting a Change Point Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, indicating a Sudden Spike Anomaly. Subsequently, there is a nonlinear growth pattern starting around index 87, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a significant change in statistical properties, such as mean and variance, at various points, suggesting a Change Point Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 4"
+    },
+    "2251": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth and decay, breaking the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth and decay, breaking the original linear rule.\nActionID: 14"
+    },
+    "2255": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1295.3) deviates sharply from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1295.3) deviates sharply from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2259": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2263": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "2267": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 19, there is a noticeable and sustained downward shift in the values, with the sequence stabilizing at a lower range (approximately 28-32). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 19, there is a noticeable and sustained downward shift in the values, with the sequence stabilizing at a lower range (approximately 28-32). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the time series.\nActionID: 4"
+    },
+    "2271": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 1.96, 2.11, 2.36) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 1.96, 2.11, 2.36) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02"
+    },
+    "2275": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "2279": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) around index 50, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The presence of these anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) around index 50, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The presence of these anom"
+    },
+    "2283": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "2287": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2291": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 10 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 10 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2295": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2299": {
+        "Thought": "The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 20, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift. Additionally, the later part of the sequence shows a nonlinear growth pattern, deviating from the earlier trend. This combination of changes points to a Distributional Change Anomaly.",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 20, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift. Additionally, the later part of the sequence shows a nonlinear growth pattern, deviating from the earlier trend. This combination of changes points to a Distributional Change Anomaly.\nActionID: 5"
+    },
+    "2303": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.41, 0.51) after the spike, deviating from the original trend, which suggests a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.41, 0.51) after the spike, deviating from the original trend, which suggests a Non"
+    },
+    "2307": {
+        "Thought": "The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., around 0.1 to 0.15) to a sudden drop (e.g., 0.06, 0.07, 0.08) and then back to a higher range (e.g., 0.12, 0.13). These disruptions indicate a periodic change in the pattern, breaking the expected stability.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., around 0.1 to 0.15) to a sudden drop (e.g., 0.06, 0.07, 0.08) and then back to a higher range (e.g., 0.12, 0.13). These disruptions indicate a periodic change in the pattern, breaking the expected stability.\nActionID: 2"
+    },
+    "2311": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 12, 13, and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 12, 13, and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.\nActionID: 10"
+    },
+    "2315": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 41, there is a sharp and continuous downward trend, followed by a recovery and stabilization. This indicates a significant deviation from the original pattern, suggesting a nonlinear change in the sequence. The sharp drop and recovery disrupt the expected behavior of the time series.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 41, there is a sharp and continuous downward trend, followed by a recovery and stabilization. This indicates a significant deviation from the original pattern, suggesting a nonlinear change in the sequence. The sharp drop and recovery disrupt the expected behavior of the time series.\nActionID: 14"
+    },
+    "2319": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 200 to 250. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 200 to 250. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2323": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "2327": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 7 (value 1535.61), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 7 (value 1535.61), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2331": {
+        "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant deviations, abrupt changes, or disruptions in the statistical properties of the sequence. The values remain within a reasonable range for traffic flow data, and no specific anomaly type is evident. This suggests that the sequence is normal for its domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant deviations, abrupt changes, or disruptions in the statistical properties of the sequence. The values remain within a reasonable range for traffic flow data, and no specific anomaly type is evident. This suggests that the sequence is normal for its domain.\nActionID: 0"
+    },
+    "2335": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "2339": {
+        "Thought": "The sequence exhibits a gradual drift in values, particularly noticeable in the latter part of the series, where the values shift from around -1.0 to -0.9 and then to -0.8. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual drift in values, particularly noticeable in the latter part of the series, where the values shift from around -1.0 to -0.9 and then to -0.8. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2343": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+    },
+    "2347": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "2351": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2355": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant upward drift in values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the original trend. Additionally, the sequence transitions into a highly irregular and volatile pattern, breaking the original linear or stable behavior.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant upward drift in values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the original trend. Additionally, the sequence transitions into a highly irregular and volatile pattern, breaking the original linear or stable behavior.\nActionID: 14"
+    },
+    "2359": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 40, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 40, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2363": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting at index 26, there is a significant upward drift in values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the original trend. Additionally, the sequence transitions into a highly irregular pattern with large spikes and fluctuations, breaking the original linear or stable behavior. This suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting at index 26, there is a significant upward drift in values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the original trend. Additionally, the sequence transitions into a highly irregular pattern with large spikes and fluctuations, breaking the original linear or stable behavior. This suggests a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "2367": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.98 and -1.43. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.98 and -1.43. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2371": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2375": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,"
+    },
+    "2379": {
+        "Thought": "The sequence is predominantly flat with values of 0.04, but there are two isolated spikes at 0.06 (index 17 and 23) and one at 0.05 (index 59). These sporadic deviations from the flatline pattern indicate isolated anomalous patterns in the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.04, but there are two isolated spikes at 0.06 (index 17 and 23) and one at 0.05 (index 59). These sporadic deviations from the flatline pattern indicate isolated anomalous patterns in the time series.\nActionID: 8"
+    },
+    "2383": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 21 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "2387": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "2391": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.92, 1.12, 1.32, 1.52, 1.72, 1.92,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.92, 1.12, 1.32, 1.52, 1.72, 1.92,"
+    },
+    "2395": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "2399": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.38, -1.11). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.38, -1.11). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+    },
+    "2403": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2407": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "2411": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.59, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74, 1.92, 2.08) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.59, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74, 1.92, 2.08) starting"
+    },
+    "2415": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 23, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 23, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+    },
+    "2419": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 20 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2423": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2427": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2431": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, which could indicate a normal fluctuation. However, starting around index 26, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, which could indicate a normal fluctuation. However, starting around index 26, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.\nActionID: 4"
+    },
+    "2435": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2439": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 43, there is an extreme outlier (-1.01), which is a Point Anomaly. Later, the sequence stabilizes but shows a gradual upward drift in values, indicating a Drift Anomaly. Toward the end, there is another sharp drop and recovery, suggesting another Sudden Spike Anomaly. These patterns collectively indicate a combination of",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 43, there is an extreme outlier (-1.01), which is a Point Anomaly. Later, the sequence stabilizes but shows a gradual upward drift in values, indicating a Drift Anomaly. Toward the end, there is another sharp drop and recovery, suggesting another Sudden Spike Anomaly. These patterns collectively indicate a combination of"
+    },
+    "2443": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56) starting around index 96, which deviates from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56) starting around index 96, which deviates from the earlier trend, indicating a Non"
+    },
+    "2447": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.53) and a sharp drop at index 97 (value -0.49), followed by a significant drop to -1.08 at index 98. These abrupt changes disrupt the normal pattern of the sequence, indicating a sudden spike and drop anomaly. This type of anomaly is often observed in ECG data due to irregular heartbeats or electrical disturbances.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.53) and a sharp drop at index 97 (value -0.49), followed by a significant drop to -1.08 at index 98. These abrupt changes disrupt the normal pattern of the sequence, indicating a sudden spike and drop anomaly. This type of anomaly is often observed in ECG data due to irregular heartbeats or electrical disturbances.\nActionID: 12"
+    },
+    "2451": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "2455": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "2459": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Non"
+    },
+    "2463": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1281.44) from index 22 to 24, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1281.44) from index 22 to 24, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "2467": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.42). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.42). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2471": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 11, there is a sudden spike to 53.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 27-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 11.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 11, there is a sudden spike to 53.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 27-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 11.\nActionID: 12"
+    },
+    "2475": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.58 and -0.73, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.58 and -0.73, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.\nActionID: 12"
+    },
+    "2479": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 72 (value 0.22) and a subsequent extreme spike at index 73 (value 0.51), followed by a sharp drop to -1.21 at index 74 and -1.51 at index 75. This sequence of sudden spikes and drops disrupts the normal pattern, indicating a significant anomaly. The extreme values and abrupt changes are characteristic of sudden spikes in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 72 (value 0.22) and a subsequent extreme spike at index 73 (value 0.51), followed by a sharp drop to -1.21 at index 74 and -1.51 at index 75. This sequence of sudden spikes and drops disrupts the normal pattern, indicating a significant anomaly. The extreme values and abrupt changes are characteristic of sudden spikes in the data.\nActionID: 12"
+    },
+    "2483": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2487": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "2491": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, the sequence abruptly transitions into a flatline of repeated values (120.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, the sequence abruptly transitions into a flatline of repeated values (120.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.\nActionID: 10"
+    },
+    "2495": {
+        "Thought": "The sequence exhibits a segment of repeated values (11652.64) from index 7 to 9, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a segment of repeated values (11652.64) from index 7 to 9, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "2499": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 60, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2503": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.02 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.02 to -0"
+    },
+    "2507": {
+        "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial.\nActionID: 0"
+    },
+    "2511": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38) and index 9 (-0.68), indicating a Sudden Spike Anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (2.51), followed by a nonlinear pattern of fluctuations, suggesting a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter part, indicating a Drift Anomaly. Given the healthcare-ECG domain, these anomalies",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38) and index 9 (-0.68), indicating a Sudden Spike Anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (2.51), followed by a nonlinear pattern of fluctuations, suggesting a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter part, indicating a Drift Anomaly. Given the healthcare-ECG domain, these anomalies"
+    },
+    "2515": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 10.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 10.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2519": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 20, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence shows irregular fluctuations and lacks a clear periodic or linear structure.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 20, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence shows irregular fluctuations and lacks a clear periodic or linear structure.\nActionID: 14"
+    },
+    "2523": {
+        "Thought": "The time series initially shows a relatively stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a significant and abrupt drop in values, reaching as low as 19. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying behavior of the system. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a relatively stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a significant and abrupt drop in values, reaching as low as 19. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying behavior of the system. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2527": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2531": {
+        "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.\nActionID: 4"
+    },
+    "2535": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2539": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2543": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2547": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.28) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp increase at index 115 (0.66) and index 116 (0.86), followed by a return to normal levels. These sudden spikes and drops disrupt the normal fluctuation pattern of the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.28) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp increase at index 115 (0.66) and index 116 (0.86), followed by a return to normal levels. These sudden spikes and drops disrupt the normal fluctuation pattern of the ECG signal.\nActionID: 12"
+    },
+    "2551": {
+        "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline at 0.0 starting at index 27, which persists for a significant duration. Afterward, the sequence resumes with fluctuations but does not return to the original range. This indicates a combination of a drift anomaly and a sudden flatline anomaly. However, the flatline anomaly is the most prominent and disruptive feature in this sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline at 0.0 starting at index 27, which persists for a significant duration. Afterward, the sequence resumes with fluctuations but does not return to the original range. This indicates a combination of a drift anomaly and a sudden flatline anomaly. However, the flatline anomaly is the most prominent and disruptive feature in this sequence.\nActionID: 10"
+    },
+    "2555": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -2455.0 to -2603.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -2455.0 to -2603.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "2559": {
+        "Thought": "The time series exhibits multiple irregularities. Initially, there is a sharp drop from 0.219 to 0.031, followed by a sudden spike to 0.236 and 0.246, and then a return to a lower range. Later, there is another sharp drop to 0.031 and a subsequent recovery to 0.131. These abrupt changes in amplitude and direction indicate a disruption in the normal fluctuation pattern. The presence of these sharp spikes and drops suggests a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities. Initially, there is a sharp drop from 0.219 to 0.031, followed by a sudden spike to 0.236 and 0.246, and then a return to a lower range. Later, there is another sharp drop to 0.031 and a subsequent recovery to 0.131. These abrupt changes in amplitude and direction indicate a disruption in the normal fluctuation pattern. The presence of these sharp spikes and drops suggests a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2563": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 13, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.11, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with irregular fluctuations and exponential-like growth in certain segments, breaking the original linear or periodic pattern, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 13, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.11, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with irregular fluctuations and exponential-like growth in certain segments, breaking the original linear or periodic pattern, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal"
+    },
+    "2567": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.\nActionID: 0"
+    },
+    "2571": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 11 (-1477.91), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 11 (-1477.91), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2575": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 22 (value 50.0), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 22 (value 50.0), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2579": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "2584": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 41 (value 0.62) followed by a sharp drop to -0.4 and -0.76, which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden flatline around index 43-45 (values 0.0, 0.0, 0.0) and a significant drift in the latter part of the sequence (e.g., values increasing to 1.04 and then decreasing to -0.42). These disruptions indicate a combination of sudden spikes, flatlines, and drift anomalies",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 41 (value 0.62) followed by a sharp drop to -0.4 and -0.76, which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden flatline around index 43-45 (values 0.0, 0.0, 0.0) and a significant drift in the latter part of the sequence (e.g., values increasing to 1.04 and then decreasing to -0.42). These disruptions indicate a combination of sudden spikes, flatlines, and drift anomalies",
+        "ParseError": "unrecognized_action_id"
+    },
+    "2588": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.\nActionID: 8"
+    },
+    "2592": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "2596": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2600": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a fluctuating pattern with negative values, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a disruption in the sensor's behavior.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a fluctuating pattern with negative values, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a disruption in the sensor's behavior.\nActionID: 4"
+    },
+    "2604": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2608": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2612": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2616": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2620": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 17, where the value (-2455.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 17, where the value (-2455.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2624": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 11 to 15, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.23, -0.92, -0.77) and then gradually returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows some irregular fluctuations later in the series, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 11 to 15, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.23, -0.92, -0.77) and then gradually returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows some irregular fluctuations later in the series, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "2628": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 17 and 18, where the values jump to 15551.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 17 and 18, where the values jump to 15551.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2632": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 47, where the values jump from the range of approximately 120-130 to a much higher range (e.g., 145.5, 150.5, 155.5, 160.5, 165.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 47, where the values jump from the range of approximately 120-130 to a much higher range (e.g., 145.5, 150.5, 155.5, 160.5, 165.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.\nActionID: 4"
+    },
+    "2636": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2640": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2645": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2649": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.38) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.38) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "2653": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2657": {
+        "Thought": "The sequence initially shows a gradual upward trend, followed by a sudden flatline at 0.04 from index 16 to 20, disrupting the normal fluctuations. Afterward, the sequence resumes with a downward trend, but the flatline segment is a clear anomaly. This behavior indicates a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual upward trend, followed by a sudden flatline at 0.04 from index 16 to 20, disrupting the normal fluctuations. Afterward, the sequence resumes with a downward trend, but the flatline segment is a clear anomaly. This behavior indicates a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "2661": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2665": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.\nActionID: 8"
+    },
+    "2669": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 116, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 116, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+    },
+    "2673": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2677": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1167.41) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1167.41) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "2681": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+    },
+    "2685": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2689": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1232.35 to -1435.11, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1232.35 to -1435.11, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "2693": {
+        "Thought": "The time series initially shows a relatively stable pattern with minor fluctuations, but starting around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a relatively stable pattern with minor fluctuations, but starting around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2697": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2701": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.66) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.66) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2705": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.22, 0.51) followed by a steep drop (-0.78, -1.42). This is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Additionally, the sequence shows a gradual upward drift in the later part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.22, 0.51) followed by a steep drop (-0.78, -1.42). This is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Additionally, the sequence shows a gradual upward drift in the later part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "2709": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "2713": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data follows a predictable and smooth trajectory, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data follows a predictable and smooth trajectory, indicating no anomalies.\nActionID: 0"
+    },
+    "2717": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2722": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.59, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.59, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "2726": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 24, peaking at index 31, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 24, peaking at index 31, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2730": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.5. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.5. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2734": {
+        "Thought": "The value 152.0 at index 5 is a significant outlier compared to the surrounding values, which generally range between 100 and 130. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 152.0 at index 5 is a significant outlier compared to the surrounding values, which generally range between 100 and 130. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "2738": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 90, where the sequence transitions from a relatively stable pattern to extreme fluctuations, including a sharp spike (0.68) followed by a steep drop (-0.59). This behavior is characteristic of a sudden spike anomaly, as the values deviate drastically from the surrounding data and then return to a more stable range. Additionally, the sequence shows some irregularities in the earlier part, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 90, where the sequence transitions from a relatively stable pattern to extreme fluctuations, including a sharp spike (0.68) followed by a steep drop (-0.59). This behavior is characteristic of a sudden spike anomaly, as the values deviate drastically from the surrounding data and then return to a more stable range. Additionally, the sequence shows some irregularities in the earlier part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "2742": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2746": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "2750": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "2754": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2758": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 90, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 90, which deviates from the earlier"
+    },
+    "2762": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.25, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.25, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "2766": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.\nActionID: 10"
+    },
+    "2770": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2774": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2778": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 17, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 17, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2782": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "2786": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.\nActionID: 0"
+    },
+    "2790": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2794": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 16, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -3000 to -4000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 16, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -3000 to -4000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2798": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 17 (value 193.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 17 (value 193.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2802": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2806": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and the sequence does not follow a consistent trend or periodicity. These disruptions suggest a significant deviation from the expected behavior of the sensor data. The anomalies are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and the sequence does not follow a consistent trend or periodicity. These disruptions suggest a significant deviation from the expected behavior of the sensor data. The anomalies are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.\nActionID: 13"
+    },
+    "2810": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+    },
+    "2814": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2818": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2822": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear"
+    },
+    "2826": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.\nActionID: 12"
+    },
+    "2830": {
+        "Thought": "The sequence exhibits a sudden and significant deviation at index 10, where the value jumps to 10.0, which is much higher than the surrounding values that generally range between 1.0 and 3.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant deviation at index 10, where the value jumps to 10.0, which is much higher than the surrounding values that generally range between 1.0 and 3.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "2834": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., 0.27 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., 0.27 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused"
+    },
+    "2838": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "2842": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "2846": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 83 (value 0.28) and a subsequent drop to -0.68 at index 84, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 83 (value 0.28) and a subsequent drop to -0.68 at index 84, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2850": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, likely due to system anomalies or external factors.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, likely due to system anomalies or external factors.\nActionID: 2"
+    },
+    "2854": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.21, followed by a further drop to -1.56, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.06, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nAction",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.21, followed by a further drop to -1.56, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.06, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nAction"
+    },
+    "2858": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. The flatline behavior is particularly notable as it disrupts the normal ECG fluctuation pattern, which typically exhibits periodic variations. This flatline is indicative of a Sudden Flatline Anomaly, which is often associated with critical events in ECG signals.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. The flatline behavior is particularly notable as it disrupts the normal ECG fluctuation pattern, which typically exhibits periodic variations. This flatline is indicative of a Sudden Flatline Anomaly, which is often associated with critical events in ECG signals.\nActionID: 10"
+    },
+    "2862": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2866": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 2.11, 2.59, 3.08, 3.41) starting around index 110, which deviates significantly from the earlier trend, indicating",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 2.11, 2.59, 3.08, 3.41) starting around index 110, which deviates significantly from the earlier trend, indicating"
+    },
+    "2870": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2874": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 33, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 33, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "2878": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "2882": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden increase in amplitude around index 85 (0.56) and index 86 (0.74), followed by a return to normal levels. These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of ECG signals.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden increase in amplitude around index 85 (0.56) and index 86 (0.74), followed by a return to normal levels. These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of ECG signals.\nActionID: 12"
+    },
+    "2886": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.27, 0.63, -0.68, -1.29). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.27, 0.63, -0.68, -1.29). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+    },
+    "2890": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28) followed by a sharp drop (-0.34, -0.58, -0.68), which disrupts the normal fluctuation pattern. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 80 to 90 shows a significant upward drift (e.g., 0.2, 0.42, 0.66, 0.86, 1.06, 1.32, 1.58), deviating from the normal level, which suggests a Drift",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28) followed by a sharp drop (-0.34, -0.58, -0.68), which disrupts the normal fluctuation pattern. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 80 to 90 shows a significant upward drift (e.g., 0.2, 0.42, 0.66, 0.86, 1.06, 1.32, 1.58), deviating from the normal level, which suggests a Drift"
+    },
+    "2894": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2898": {
+        "Thought": "The sequence exhibits irregular fluctuations with no clear periodicity or trend, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain within a reasonable range for a time series from the domain of Twitter-Ticker_Symbol, suggesting no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits irregular fluctuations with no clear periodicity or trend, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain within a reasonable range for a time series from the domain of Twitter-Ticker_Symbol, suggesting no anomalies.\nActionID: 0"
+    },
+    "2902": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2906": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.92, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.92, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "2910": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51, indicating a Sudden Spike Anomaly. Additionally, the segment from index 86 to 93 shows a significant upward drift, peaking at 2.52, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with exponential-like growth and decay, breaking the original linear or stable trend, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nAction",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51, indicating a Sudden Spike Anomaly. Additionally, the segment from index 86 to 93 shows a significant upward drift, peaking at 2.52, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with exponential-like growth and decay, breaking the original linear or stable trend, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nAction"
+    },
+    "2914": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.36, 1.52, 1.76, 2.02) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.36, 1.52, 1.76, 2.02) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "2918": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -6.7 to -5.7), followed by a sudden spike in values (e.g., from -5.7 to -3.8 and then to -2.8). Additionally, there are repeated values (e.g., -2.8 and -2.86) disrupting the normal fluctuation pattern. These characteristics suggest a combination of drift, sudden spikes, and repeated value anomalies. However, the most prominent anomaly is the sudden spike in values, which significantly deviates from the surrounding data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -6.7 to -5.7), followed by a sudden spike in values (e.g., from -5.7 to -3.8 and then to -2.8). Additionally, there are repeated values (e.g., -2.8 and -2.86) disrupting the normal fluctuation pattern. These characteristics suggest a combination of drift, sudden spikes, and repeated value anomalies. However, the most prominent anomaly is the sudden spike in values, which significantly deviates from the surrounding data.\nActionID: 12"
+    },
+    "2922": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "2926": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.45 at index 27), abrupt drops (e.g., -0.24 at index 28), and a general lack of consistent pattern. These disruptions suggest a nonlinear and erratic behavior, deviating from any predictable trend or periodic pattern. The sequence does not follow a linear or stable rule, indicating a significant nonlinear change.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.45 at index 27), abrupt drops (e.g., -0.24 at index 28), and a general lack of consistent pattern. These disruptions suggest a nonlinear and erratic behavior, deviating from any predictable trend or periodic pattern. The sequence does not follow a linear or stable rule, indicating a significant nonlinear change.\nActionID: 14"
+    },
+    "2930": {
+        "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.\nActionID: 4"
+    },
+    "2934": {
+        "Thought": "The value 50.2 at index 16 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 16 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "2938": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 47 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 50 and 56, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 47 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 50 and 56, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+    },
+    "2942": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2946": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This behavior is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "2950": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 13. This abrupt transition disrupts the flatline pattern and introduces a new trend of negative values, indicating a significant change in the statistical properties of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 13. This abrupt transition disrupts the flatline pattern and introduces a new trend of negative values, indicating a significant change in the statistical properties of the sequence.\nActionID: 4"
+    },
+    "2954": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "2958": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Non"
+    },
+    "2962": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "2966": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2970": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2974": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2978": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 44.0, followed by a sharp decline and stabilization at a lower range (around 30-33). This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 44.0, followed by a sharp decline and stabilization at a lower range (around 30-33). This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a change point anomaly.\nActionID: 4"
+    },
+    "2982": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 14 (-1.18) and index 15 (-1.48), which significantly deviate from the surrounding values. This is followed by a recovery to normal levels. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 14 (-1.18) and index 15 (-1.48), which significantly deviate from the surrounding values. This is followed by a recovery to normal levels. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2986": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2990": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2994": {
+        "Thought": "The sequence exhibits a sudden flatline of repeated values (1.36) from index 52 to 55, disrupting the normal fluctuations of the time series. This is followed by a return to the normal range, indicating an anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline of repeated values (1.36) from index 52 to 55, disrupting the normal fluctuations of the time series. This is followed by a return to the normal range, indicating an anomaly.\nActionID: 10"
+    },
+    "2998": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3002": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.3, 12.28, 12.26) amidst a majority of zeros, indicating occasional anomalous patterns in an otherwise flat sequence. These isolated spikes disrupt the normal behavior of the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.3, 12.28, 12.26) amidst a majority of zeros, indicating occasional anomalous patterns in an otherwise flat sequence. These isolated spikes disrupt the normal behavior of the time series.\nActionID: 8"
+    },
+    "3006": {
+        "Thought": "The sequence exhibits a sudden and significant deviation at index 3, where the value jumps to 100.0, which is drastically different from the surrounding negative values. This isolated spike disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant deviation at index 3, where the value jumps to 100.0, which is drastically different from the surrounding negative values. This isolated spike disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "3010": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3014": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3018": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0. However, starting at index 33, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (around 3.5). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0. However, starting at index 33, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (around 3.5). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3022": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 43.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 43.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "3026": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then gradually recovers and stabilizes, but the earlier disruptions are the most prominent anomalies.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then gradually recovers and stabilizes, but the earlier disruptions are the most prominent anomalies.\nActionID: 1"
+    },
+    "3030": {
+        "Thought": "The value 50.0 at index 10 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.0 at index 10 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "3034": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the"
+    },
+    "3038": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a sudden and sharp drop starting at index 16, where the values decrease significantly and remain at a lower level for a period. This indicates a sudden change in the long-term trend of the sequence. After this drop, the sequence resumes a fluctuating pattern but with a different statistical behavior, suggesting a disruption in the overall trajectory. This is characteristic of a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden and sharp drop starting at index 16, where the values decrease significantly and remain at a lower level for a period. This indicates a sudden change in the long-term trend of the sequence. After this drop, the sequence resumes a fluctuating pattern but with a different statistical behavior, suggesting a disruption in the overall trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+    },
+    "3042": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear pattern with irregular fluctuations, including a sharp drop at index 49 (value -1.25) and subsequent recovery. These disruptions indicate a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 33.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear pattern with irregular fluctuations, including a sharp drop at index 49 (value -1.25) and subsequent recovery. These disruptions indicate a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 33.\nActionID: 12"
+    },
+    "3046": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.\nActionID: 11"
+    },
+    "3050": {
+        "Thought": "The sequence exhibits intermittent repeated values of -1.0 and 0.0, disrupting the normal fluctuation pattern. These repeated values appear at irregular intervals, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values of -1.0 and 0.0, disrupting the normal fluctuation pattern. These repeated values appear at irregular intervals, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "3054": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3058": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 59 (-1.38) and index 60 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 59 (-1.38) and index 60 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3062": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 83, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 83, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "3066": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 48 to 60), which suggests a Drift Anomaly. Toward the end, there is another sharp drop (e.g., -0.48, -0.62) followed by a recovery, indicating another Sudden S",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 48 to 60), which suggests a Drift Anomaly. Toward the end, there is another sharp drop (e.g., -0.48, -0.62) followed by a recovery, indicating another Sudden S"
+    },
+    "3070": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 39, there is a sudden spike to 0.2, followed by a significant drop to 0.06 and 0.07, indicating a potential Sudden Spike Anomaly. Additionally, at index 51, there is an extreme spike to 0.56, followed by a sharp drop to 0.06 and 0.07, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 39, there is a sudden spike to 0.2, followed by a significant drop to 0.06 and 0.07, indicating a potential Sudden Spike Anomaly. Additionally, at index 51, there is an extreme spike to 0.56, followed by a sharp drop to 0.06 and 0.07, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies.\nActionID: 12"
+    },
+    "3074": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 3.06, 3.61) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 3.06, 3.61) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "3078": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 11 (value 1020.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11 (value 1020.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3082": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.59, 3.08) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.59, 3.08) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "3086": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3090": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3094": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.\nActionID: 1"
+    },
+    "3098": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+    },
+    "3102": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26 (-1237.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26 (-1237.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3106": {
+        "Thought": "The sequence exhibits a sudden spike at index 29 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 29 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.\nActionID: 12"
+    },
+    "3110": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 51, there is a significant spike (0.72) followed by a sharp drop (-0.78 and -1.21), which disrupts the normal pattern. Additionally, the sequence later shows a nonlinear growth pattern (e.g., from index 100 onward, where values increase exponentially). These characteristics indicate a combination of sudden spikes, nonlinear growth, and potential distributional changes.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 51, there is a significant spike (0.72) followed by a sharp drop (-0.78 and -1.21), which disrupts the normal pattern. Additionally, the sequence later shows a nonlinear growth pattern (e.g., from index 100 onward, where values increase exponentially). These characteristics indicate a combination of sudden spikes, nonlinear growth, and potential distributional changes.\nActionID: 14"
+    },
+    "3114": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 16, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (around 2.0). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 16, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (around 2.0). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+    },
+    "3118": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "3122": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 1.0 at index 37 and 1.0 at index 56), abrupt drops (e.g., -0.2 at index 38 and -0.2 at index 57), and a general lack of consistent pattern. These disruptions suggest a combination of anomalies, but the most prominent feature is the presence of sudden spikes and drops that return to normal ranges. This behavior is characteristic of Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 1.0 at index 37 and 1.0 at index 56), abrupt drops (e.g., -0.2 at index 38 and -0.2 at index 57), and a general lack of consistent pattern. These disruptions suggest a combination of anomalies, but the most prominent feature is the presence of sudden spikes and drops that return to normal ranges. This behavior is characteristic of Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3126": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 68, where the value spikes to 0.78 and then drops sharply to -0.98 and -1.43 before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before returning to normal. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 68, where the value spikes to 0.78 and then drops sharply to -0.98 and -1.43 before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before returning to normal. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+    },
+    "3130": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 84, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 84, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "3134": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.236 at index 27) and abrupt drops (e.g., 0.092 at index 13 and 0.066 at index 28). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.236 at index 27) and abrupt drops (e.g., 0.092 at index 13 and 0.066 at index 28). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.\nActionID: 12"
+    },
+    "3138": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.06 to 0.08), but starting at index 26, there is a sudden increase in values, peaking at 0.14. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.06 to 0.08), but starting at index 26, there is a sudden increase in values, peaking at 0.14. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3142": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 56-60, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, where the values deviate from the original trend and exhibit exponential-like growth and decay, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 56-60, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, where the values deviate from the original trend and exhibit exponential-like growth and decay, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "3146": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31, indicating a Sudden Spike Anomaly. Additionally, the segment from index 12 to 16 shows a Continuous Segment Anomaly as the values deviate significantly from the surrounding pattern. Furthermore, the segment from index 86 to 93 shows a nonlinear increase in values, indicating a Nonlinear Pattern Anomaly. These anomalies disrupt the normal ECG pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31, indicating a Sudden Spike Anomaly. Additionally, the segment from index 12 to 16 shows a Continuous Segment Anomaly as the values deviate significantly from the surrounding pattern. Furthermore, the segment from index 86 to 93 shows a nonlinear increase in values, indicating a Nonlinear Pattern Anomaly. These anomalies disrupt the normal ECG pattern.\nActionID: 12"
+    },
+    "3150": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 27 and 0.23 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 27 and 0.23 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+    },
+    "3154": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3158": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -1252.45 to -1411.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -1252.45 to -1411.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "3162": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "3166": {
+        "Thought": "The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 5.0 at index 10) and irregular fluctuations (e.g., 3.0 at index 16 and 2.0 at index 20), which deviate from the overall pattern of the time series. These anomalies appear intermittently without forming a consistent trend or pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 5.0 at index 10) and irregular fluctuations (e.g., 3.0 at index 16 and 2.0 at index 20), which deviate from the overall pattern of the time series. These anomalies appear intermittently without forming a consistent trend or pattern.\nActionID: 8"
+    },
+    "3170": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 130-140. However, starting at index 27, there is a noticeable upward shift in the values, with a new range forming around 150-160. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 130-140. However, starting at index 27, there is a noticeable upward shift in the values, with a new range forming around 150-160. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "3174": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3178": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+    },
+    "3182": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "3186": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.51, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.51, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3190": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 86, there is a significant upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 86, there is a significant upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.\nActionID: 12"
+    },
+    "3194": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3198": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the peaks and troughs, particularly around indices 10-15 and 50-55. These disruptions suggest a deviation from the expected periodic behavior, indicating a periodic change anomaly.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the peaks and troughs, particularly around indices 10-15 and 50-55. These disruptions suggest a deviation from the expected periodic behavior, indicating a periodic change anomaly.\nActionID: 2"
+    },
+    "3202": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 3.06, 3.68) starting around index 115, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 3.06, 3.68) starting around index 115, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "3206": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a steep decline and subsequent recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a steep decline and subsequent recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3210": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 31 to 39, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a sudden drop at index 56 (value 0.0). The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 30 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 31 to 39, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a sudden drop at index 56 (value 0.0). The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+    },
+    "3214": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 30-35, but at index 10, there is a sudden spike to 50.0, which is significantly higher than the surrounding values. Following this, the sequence transitions into a new range of values (around 25-30) with a different statistical distribution and pattern, indicating a shift in the overall behavior of the time series. This suggests a combination of a sudden spike anomaly and a change point anomaly. However, the dominant anomaly is the change in statistical properties at index 10.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 30-35, but at index 10, there is a sudden spike to 50.0, which is significantly higher than the surrounding values. Following this, the sequence transitions into a new range of values (around 25-30) with a different statistical distribution and pattern, indicating a shift in the overall behavior of the time series. This suggests a combination of a sudden spike anomaly and a change point anomaly. However, the dominant anomaly is the change in statistical properties at index 10.\nActionID: 4"
+    },
+    "3218": {
+        "Thought": "The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 10.0 at index 10) and irregular fluctuations (e.g., 1.0 at index 16 and 2.0 at index 20), disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 10.0 at index 10) and irregular fluctuations (e.g., 1.0 at index 16 and 2.0 at index 20), disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.\nActionID: 8"
+    },
+    "3222": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "3226": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3230": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 5, where the value (-2255.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated extreme value disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5, where the value (-2255.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "3234": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 1.36 to 1.46), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 1.36 to 1.46), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.\nActionID: 4"
+    },
+    "3238": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 86, there is a significant upward drift in values, peaking at 2.52, which suggests a Drift Anomaly. Furthermore, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 86-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 86, there is a significant upward drift in values, peaking at 2.52, which suggests a Drift Anomaly. Furthermore, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 86-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "3242": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is an extreme spike (0.52) followed by a sharp drop (-0.48 and -1.21), which further supports the presence of Sudden Spike Anomalies. The sequence then gradually stabilizes but shows a gradual drift downward in the later part of the series, indicating a Drift Anomaly. The combination",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is an extreme spike (0.52) followed by a sharp drop (-0.48 and -1.21), which further supports the presence of Sudden Spike Anomalies. The sequence then gradually stabilizes but shows a gradual drift downward in the later part of the series, indicating a Drift Anomaly. The combination"
+    },
+    "3246": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike and drop.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+    },
+    "3250": {
+        "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 11 and 12.0 at index 26), abrupt drops (e.g., 0.0 at index 13), and inconsistent fluctuations. These anomalies disrupt the normal pattern of the time series, indicating a combination of sudden spikes and sparse anomalies. However, the most prominent feature is the sudden spikes that stand out significantly from the surrounding values.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 11 and 12.0 at index 26), abrupt drops (e.g., 0.0 at index 13), and inconsistent fluctuations. These anomalies disrupt the normal pattern of the time series, indicating a combination of sudden spikes and sparse anomalies. However, the most prominent feature is the sudden spikes that stand out significantly from the surrounding values.\nActionID: 12"
+    },
+    "3254": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3258": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 15 (value 1365.07), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 15 (value 1365.07), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3262": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "3266": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3270": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3274": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.51 and the drop to -1.33, which disrupt the sequence. These abrupt changes are characteristic of sudden spikes or drops in the data, indicating transient anomalies. Additionally, the sequence does not return to a consistent pattern after these disruptions, further supporting the presence of sudden spikes.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.51 and the drop to -1.33, which disrupt the sequence. These abrupt changes are characteristic of sudden spikes or drops in the data, indicating transient anomalies. Additionally, the sequence does not return to a consistent pattern after these disruptions, further supporting the presence of sudden spikes.\nActionID: 12"
+    },
+    "3278": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a drop to -0.48 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a drop to -0.48 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.\nActionID: 12"
+    },
+    "3282": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 30, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 30, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3286": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.65 followed by a steep drop to -0.78 and -1.11, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.65 followed by a steep drop to -0.78 and -1.11, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "3290": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 85 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 85 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+    },
+    "3294": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.02, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.12), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.02, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.12), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "3298": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 48, reaching a peak at index 55. This is followed by a rapid decline and a nonlinear pattern of fluctuations. The sequence transitions from a linear trend to a nonlinear pattern, breaking the original linear rule. This indicates a significant deviation from the expected behavior of the machine-system domain.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 48, reaching a peak at index 55. This is followed by a rapid decline and a nonlinear pattern of fluctuations. The sequence transitions from a linear trend to a nonlinear pattern, breaking the original linear rule. This indicates a significant deviation from the expected behavior of the machine-system domain.\nActionID: 14"
+    },
+    "3302": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 10 (value 100.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 10 (value 100.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+    },
+    "3306": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3310": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at 1.26 for a few points before resuming the decreasing trend. This indicates a nonlinear change in the sequence, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at 1.26 for a few points before resuming the decreasing trend. This indicates a nonlinear change in the sequence, deviating from the original linear trend.\nActionID: 14"
+    },
+    "3314": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3318": {
+        "Thought": "The sequence contains multiple anomalies. At index 5, there is a sudden spike to 23.22, which is significantly higher than the surrounding values. Additionally, at index 11, the value drops to 0.0, creating a sudden flatline anomaly. These disruptions indicate isolated and abrupt deviations from the normal pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains multiple anomalies. At index 5, there is a sudden spike to 23.22, which is significantly higher than the surrounding values. Additionally, at index 11, the value drops to 0.0, creating a sudden flatline anomaly. These disruptions indicate isolated and abrupt deviations from the normal pattern.\nActionID: 8"
+    },
+    "3322": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 23, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 23, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3326": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "3330": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3334": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3338": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3342": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3346": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3350": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3354": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.08, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.08, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "3358": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 22 (value 1355.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 22 (value 1355.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3362": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3366": {
+        "Thought": "The sequence exhibits a sudden spike at index 10 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 10 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+    },
+    "3370": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "3374": {
+        "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "3378": {
+        "Thought": "The sequence exhibits a sudden flatline at index 10 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 10 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.\nActionID: 10"
+    },
+    "3382": {
+        "Thought": "The time series exhibits a sudden and significant drop in values starting at index 11, where the sequence transitions from a relatively stable range (around 0.1 to 0.15) to a much lower range (around 0.03 to 0.08). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values starting at index 11, where the sequence transitions from a relatively stable range (around 0.1 to 0.15) to a much lower range (around 0.03 to 0.08). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the sequence.\nActionID: 4"
+    },
+    "3386": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3390": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.96, 3.28, 4.06) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.96, 3.28, 4.06) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a"
+    },
+    "3394": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.38, 1.56, 1.76, 2.08, 2.28)",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.38, 1.56, 1.76, 2.08, 2.28)"
+    },
+    "3398": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic isolated high values (e.g., 1.36, 1.37, 1.38) that deviate from the surrounding zeros, indicating sparse anomalies. Later, starting at index 50, there is a sudden and significant increase in values (e.g., 1.38, 1.39, 1.41, 1.42, 1.43, 1.44, 1.45), which disrupts the normal pattern and suggests a continuous segment anomaly. This is followed by a return to the original pattern, but the anomaly is still evident. The",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic isolated high values (e.g., 1.36, 1.37, 1.38) that deviate from the surrounding zeros, indicating sparse anomalies. Later, starting at index 50, there is a sudden and significant increase in values (e.g., 1.38, 1.39, 1.41, 1.42, 1.43, 1.44, 1.45), which disrupts the normal pattern and suggests a continuous segment anomaly. This is followed by a return to the original pattern, but the anomaly is still evident. The"
+    },
+    "3402": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3406": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could"
+    },
+    "3410": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp rise at index 91 (0.56) and index 92 (0.78), followed by a return to normal levels. These sudden spikes and drops disrupt the normal ECG pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are other irregularities, such as a sharp rise at index 91 (0.56) and index 92 (0.78), followed by a return to normal levels. These sudden spikes and drops disrupt the normal ECG pattern.\nActionID: 12"
+    },
+    "3414": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -1.08, -1.23). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -1.08, -1.23). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values"
+    },
+    "3418": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.69, 2.11, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.69, 2.11, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "3422": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3426": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.48, 0.56, 0.64, 0.72, 0.84, 0.92, 1.08, 1",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.48, 0.56, 0.64, 0.72, 0.84, 0.92, 1.08, 1"
+    },
+    "3430": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.96, 2.49, 2.96) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.96, 2.49, 2.96) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also"
+    },
+    "3434": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a steep decline and subsequent recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a steep decline and subsequent recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3438": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "3442": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "3446": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3450": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3454": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3458": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 12 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 12 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3462": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "3466": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "3470": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3474": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "3478": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual increase in values, followed by a sudden spike at index 15 (0.229) and a significant drop at index 16 (0.076). This is followed by a sharp increase in values starting at index 20, peaking at index 23 (0.511), and then a gradual decline. The sequence also shows irregular fluctuations and deviations from the expected pattern, particularly in the latter part of the series. These characteristics suggest a combination of sudden spikes, amplitude anomalies, and potential pattern changes. However, the most prominent anomaly is the sudden spike at index 15",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual increase in values, followed by a sudden spike at index 15 (0.229) and a significant drop at index 16 (0.076). This is followed by a sharp increase in values starting at index 20, peaking at index 23 (0.511), and then a gradual decline. The sequence also shows irregular fluctuations and deviations from the expected pattern, particularly in the latter part of the series. These characteristics suggest a combination of sudden spikes, amplitude anomalies, and potential pattern changes. However, the most prominent anomaly is the sudden spike at index 15",
+        "ParseError": "unrecognized_action_id"
+    },
+    "3482": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3486": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36, 1.38) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomaly is the sudden flatline at index 17.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36, 1.38) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomaly is the sudden flatline at index 17.\nActionID: 10"
+    },
+    "3490": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3494": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "3498": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a steep drop to -1.01 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a steep drop to -1.01 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "3502": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "3506": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "3510": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3514": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3518": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 30, where the value plummets to -115.0, which is significantly lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a sudden and sharp disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 30, where the value plummets to -115.0, which is significantly lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a sudden and sharp disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3522": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "3526": {
+        "Thought": "The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 20, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 20, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a change point anomaly.\nActionID: 4"
+    },
+    "3530": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and the sequence does not follow a consistent trend or periodicity. These disruptions suggest a significant deviation from the expected behavior of the sensor data. The anomalies are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and the sequence does not follow a consistent trend or periodicity. These disruptions suggest a significant deviation from the expected behavior of the sensor data. The anomalies are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.\nActionID: 13"
+    },
+    "3534": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "3538": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "3542": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "3546": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 26 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 26 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3550": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.32, 4.31, 5.11) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.32, 4.31, 5.11) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru"
+    },
+    "3554": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3558": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "3562": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+    },
+    "3566": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23, and then returning to a downward trend. This abrupt change in the long-term trajectory indicates a significant shift in the trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23, and then returning to a downward trend. This abrupt change in the long-term trajectory indicates a significant shift in the trend of the sequence.\nActionID: 3"
+    },
+    "3570": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 20, the sequence stabilizes into a flatline with repeated values around 12.0, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly in the system.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 20, the sequence stabilizes into a flatline with repeated values around 12.0, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly in the system.\nActionID: 10"
+    },
+    "3574": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the peaks and troughs, particularly around indices 10-15 and 40-45. These disruptions suggest a deviation from the expected periodic behavior.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the peaks and troughs, particularly around indices 10-15 and 40-45. These disruptions suggest a deviation from the expected periodic behavior.\nActionID: 2"
+    },
+    "3578": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.44) followed by a sharp drop to -1.51, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.08, which is characteristic of a Drift Anomaly. Furthermore, the segment from index 94 to 100 shows a nonlinear pattern with rapid oscillations and exponential-like decay, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.44) followed by a sharp drop to -1.51, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.08, which is characteristic of a Drift Anomaly. Furthermore, the segment from index 94 to 100 shows a nonlinear pattern with rapid oscillations and exponential-like decay, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 1"
+    },
+    "3582": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "3587": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3591": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.56, -0.51, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with Sudden Spike Anomaly in ECG data, where abrupt changes in amplitude can indicate irregularities in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.56, -0.51, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with Sudden Spike Anomaly in ECG data, where abrupt changes in amplitude can indicate irregularities in the signal.\nActionID: 12"
+    },
+    "3595": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "3599": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 20, there is a noticeable upward drift in the values, followed by a sudden drop and irregular fluctuations. This indicates a gradual drift away from the original level, followed by a disruption in the pattern. The sequence does not return to the original stable range, suggesting a combination of drift and pattern change anomalies. However, the dominant anomaly is the gradual drift.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 20, there is a noticeable upward drift in the values, followed by a sudden drop and irregular fluctuations. This indicates a gradual drift away from the original level, followed by a disruption in the pattern. The sequence does not return to the original stable range, suggesting a combination of drift and pattern change anomalies. However, the dominant anomaly is the gradual drift.\nActionID: 11"
+    },
+    "3603": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 13 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 13 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3607": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, starting around 10.06 and decreasing to around 8.4. This is followed by fluctuations around a lower range, with no return to the original level. The gradual decline indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, starting around 10.06 and decreasing to around 8.4. This is followed by fluctuations around a lower range, with no return to the original level. The gradual decline indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3611": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3615": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3619": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3623": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3627": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3631": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.26 and 0.51, and the drop to -0.48 and -1.11, which disrupt the sequence. These abrupt changes are characteristic of sudden spikes or drops in the data, indicating transient anomalies. Additionally, the sequence does not return to a consistent pattern after these disruptions, further supporting the presence of sudden spikes.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.26 and 0.51, and the drop to -0.48 and -1.11, which disrupt the sequence. These abrupt changes are characteristic of sudden spikes or drops in the data, indicating transient anomalies. Additionally, the sequence does not return to a consistent pattern after these disruptions, further supporting the presence of sudden spikes.\nActionID: 12"
+    },
+    "3635": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The overall pattern suggests a nonlinear behavior, with the sequence deviating from a consistent linear or periodic trend. This indicates a significant nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The overall pattern suggests a nonlinear behavior, with the sequence deviating from a consistent linear or periodic trend. This indicates a significant nonlinear change in the sequence.\nActionID: 14"
+    },
+    "3639": {
+        "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of zeros starting at index 16, and then transitions into a fluctuating pattern with repeated values (e.g., 0.05, 0.04, 0.03). The flatline and repeated values disrupt the normal fluctuation pattern, indicating a combination of anomalies. However, the flatline is the most prominent feature.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline of zeros starting at index 16, and then transitions into a fluctuating pattern with repeated values (e.g., 0.05, 0.04, 0.03). The flatline and repeated values disrupt the normal fluctuation pattern, indicating a combination of anomalies. However, the flatline is the most prominent feature.\nActionID: 10"
+    },
+    "3643": {
+        "Thought": "The value 1.037 at index 4 is a significant outlier compared to the surrounding values, which mostly range between 0.01 and 0.05. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 1.037 at index 4 is a significant outlier compared to the surrounding values, which mostly range between 0.01 and 0.05. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "3647": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 87, where the value spikes to 0.68 and then drops sharply to -0.68, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 87, where the value spikes to 0.68 and then drops sharply to -0.68, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "3651": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "3655": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 47, where the values decrease from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 47, where the values decrease from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "3659": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 33, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 33, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3663": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "3667": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+    },
+    "3671": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3675": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3679": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46) followed by a sharp drop to -0.58 and -0.7, indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual drift downward (e.g.,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46) followed by a sharp drop to -0.58 and -0.7, indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual drift downward (e.g.,"
+    },
+    "3683": {
+        "Thought": "The sequence exhibits a sudden and extreme drop to 0.0 at index 41, which is a significant deviation from the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential recovery or shift in the statistical properties. However, the flatline is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop to 0.0 at index 41, which is a significant deviation from the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential recovery or shift in the statistical properties. However, the flatline is the most prominent anomaly.\nActionID: 10"
+    },
+    "3687": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1427.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1427.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3691": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "3695": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 0.98, 1.08, 1.28, 1.48, 1.68,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 0.98, 1.08, 1.28, 1.48, 1.68,"
+    },
+    "3699": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden"
+    },
+    "3703": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.2, deviating from the initial level and indicating a gradual drift away from the normal range. This behavior is consistent with a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.2, deviating from the initial level and indicating a gradual drift away from the normal range. This behavior is consistent with a Drift Anomaly.\nActionID: 11"
+    },
+    "3707": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.02, 2.28, 2.56) starting around index 100, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.02, 2.28, 2.56) starting around index 100, which deviates from the"
+    },
+    "3711": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there are intermittent repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern. Later, there is a sudden flatline of zeros (e.g., 0.0, 0.0) interspersed with normal values, indicating a loss of signal or sensor malfunction. These anomalies suggest a combination of repeated value disruptions and a sudden flatline.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are intermittent repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern. Later, there is a sudden flatline of zeros (e.g., 0.0, 0.0) interspersed with normal values, indicating a loss of signal or sensor malfunction. These anomalies suggest a combination of repeated value disruptions and a sudden flatline.\nActionID: 9"
+    },
+    "3715": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 66, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 66, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.\nActionID: 12"
+    },
+    "3719": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 4.24, followed by a sharp decline starting at index 16, where the values drop significantly and stabilize at a lower range. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 4.24, followed by a sharp decline starting at index 16, where the values drop significantly and stabilize at a lower range. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data.\nActionID: 4"
+    },
+    "3723": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift in values (e.g., 0.2 to 2.11), which deviates from the earlier range. Additionally, the sequence shows nonlinear growth and fluctuations, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift in values (e.g., 0.2 to 2.11), which deviates from the earlier range. Additionally, the sequence shows nonlinear growth and fluctuations, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the"
+    },
+    "3727": {
+        "Thought": "The entire sequence is a flatline of zeros with no fluctuations or variations, indicating a complete loss of normal activity or signal. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The entire sequence is a flatline of zeros with no fluctuations or variations, indicating a complete loss of normal activity or signal. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "3731": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 11 to 15, where the values plummet to -1.24, -1.4, -1.0, -0.92, and -0.72, deviating sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 11 to 15, where the values plummet to -1.24, -1.4, -1.0, -0.92, and -0.72, deviating sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3735": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3739": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 92 (0.28) and a subsequent drop to -0.51 at index 93, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 92 (0.28) and a subsequent drop to -0.51 at index 93, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "3743": {
+        "Thought": "The sequence exhibits a sudden spike at index 16 (value 30.91), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 16 (value 30.91), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+    },
+    "3747": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "3751": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3755": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a further drop to -1.56, which significantly deviates from the previous range. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests a complex disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a further drop to -1.56, which significantly deviates from the previous range. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests a complex disruption in the ECG signal.\nActionID: 12"
+    },
+    "3759": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3763": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3767": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.16, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.16, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3771": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.11), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.11), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+    },
+    "3775": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+    },
+    "3779": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3783": {
+        "Thought": "The value 30.9 at index 5 significantly deviates from the surrounding data points, which mostly range between 24.5 and 27.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 30.9 at index 5 significantly deviates from the surrounding data points, which mostly range between 24.5 and 27.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "3787": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3791": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+    },
+    "3795": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.06, 1.38, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.06, 1.38, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "3799": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+    },
+    "3803": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 10, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -3000 to -4000. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 10, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -3000 to -4000. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.\nActionID: 1"
+    },
+    "3807": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3811": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 66.0, 67.0, 68.0) that disrupt the normal fluctuation pattern of the traffic flow. These repeated values appear at irregular intervals, breaking the expected variability in the sequence.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 66.0, 67.0, 68.0) that disrupt the normal fluctuation pattern of the traffic flow. These repeated values appear at irregular intervals, breaking the expected variability in the sequence.\nActionID: 9"
+    },
+    "3815": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a drift anomaly. The combination of these behaviors suggests a nonlinear pattern anomaly, as the sequence deviates significantly from its original linear or stable pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a drift anomaly. The combination of these behaviors suggests a nonlinear pattern anomaly, as the sequence deviates significantly from its original linear or stable pattern.\nActionID: 14"
+    },
+    "3819": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3823": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 3.21) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 3.21) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+    },
+    "3827": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.35 to -1439.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.35 to -1439.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "3831": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 1.38) and subsequent nonlinear fluctuations. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the exponential-like growth and subsequent irregular fl",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 1.38) and subsequent nonlinear fluctuations. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the exponential-like growth and subsequent irregular fl"
+    },
+    "3835": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.82, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.82, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the"
+    },
+    "3839": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "3843": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3847": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 20, there is a significant and abrupt drop in values, reaching as low as 23. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying behavior of the system. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 20, there is a significant and abrupt drop in values, reaching as low as 23. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying behavior of the system. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "3851": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3855": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.72, 1.3, 1.92, 2.11, 2.56) and subsequent nonlinear fluctuations, deviating from the original pattern. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.72, 1.3, 1.92, 2.11, 2.56) and subsequent nonlinear fluctuations, deviating from the original pattern. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to"
+    },
+    "3859": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "3863": {
+        "Thought": "The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "3867": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "3871": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "3875": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -1255.0 to -1399.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -1255.0 to -1399.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "3879": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "3883": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a"
+    },
+    "3887": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "3891": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 92 (value 0.63), followed by a sharp drop to -0.68 and -1.06, which significantly deviates from the surrounding values. This indicates a sudden and extreme disruption in the sequence, characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 92 (value 0.63), followed by a sharp drop to -0.68 and -1.06, which significantly deviates from the surrounding values. This indicates a sudden and extreme disruption in the sequence, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3895": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3899": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.5, 2.5, 3.11, 3.61), which deviates from the earlier pattern. This is followed by a sharp decline and a gradual drift downward (e.g., -0.22 to -0.92). The sequence also shows irregular fluctuations and disruptions in",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), followed by a gradual recovery. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.5, 2.5, 3.11, 3.61), which deviates from the earlier pattern. This is followed by a sharp decline and a gradual drift downward (e.g., -0.22 to -0.92). The sequence also shows irregular fluctuations and disruptions in"
+    },
+    "3903": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 11 (-2457.91), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 11 (-2457.91), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3907": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-2455.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-2455.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is a clear anomaly.\nActionID: 1"
+    },
+    "3911": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3915": {
+        "Thought": "The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The sequence appears to follow a consistent trend with minor variations, which are typical for sensor data in an environmental context. There is no clear evidence of anomalies such as spikes, flatlines, or distributional changes.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The sequence appears to follow a consistent trend with minor variations, which are typical for sensor data in an environmental context. There is no clear evidence of anomalies such as spikes, flatlines, or distributional changes.\nActionID: 0"
+    },
+    "3919": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 43, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 43, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "3923": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3927": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.126 at index 11 and 0.132 at index 27) and abrupt drops (e.g., 0.006 at index 13 and 0.001 at index 14). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.126 at index 11 and 0.132 at index 27) and abrupt drops (e.g., 0.006 at index 13 and 0.001 at index 14). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.\nActionID: 12"
+    },
+    "3931": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "3935": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 11, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3939": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.58, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.58, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,"
+    },
+    "3943": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3947": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude (e.g., 0.2, 0.46, 0.62, -0.52, -0.72) around index 100, which suggests an Amplitude Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude (e.g., 0.2, 0.46, 0.62, -0.52, -0.72) around index 100, which suggests an Amplitude Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part"
+    },
+    "3951": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 19, there is a sudden flatline of zeros, indicating a Sudden Flatline Anomaly. Following this, the sequence transitions into a gradual downward drift, with values becoming increasingly negative, indicating a Drift Anomaly. Finally, at index 47, there is an extreme outlier (-1.08), which is a Sudden Spike Anomaly. These anomalies collectively disrupt the normal pattern of the time series.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 19, there is a sudden flatline of zeros, indicating a Sudden Flatline Anomaly. Following this, the sequence transitions into a gradual downward drift, with values becoming increasingly negative, indicating a Drift Anomaly. Finally, at index 47, there is an extreme outlier (-1.08), which is a Sudden Spike Anomaly. These anomalies collectively disrupt the normal pattern of the time series.\nActionID: 12"
+    },
+    "3955": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1427.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1427.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3959": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a gradual upward drift. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+    },
+    "3963": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3967": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.06) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.06) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "3971": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "3975": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend with periodic rises and falls, indicating normal behavior for the given domain of Server-YAHOO.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend with periodic rises and falls, indicating normal behavior for the given domain of Server-YAHOO.\nActionID: 0"
+    },
+    "3979": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 24 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 24 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3983": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 30 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 30 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence.\nActionID: 12"
+    },
+    "3987": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.5, 2.7, 3.66, 4.31) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -1.58), which is indic",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.5, 2.7, 3.66, 4.31) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -1.58), which is indic"
+    },
+    "3991": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "3995": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden and extreme drop to -1.28, followed by a recovery and then a gradual upward drift. This indicates a combination of a Sudden Spike Anomaly and a Drift Anomaly. Additionally, the sequence later shows nonlinear growth patterns, particularly in the segment from index 115 onward, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies could represent significant disruptions in the ECG signal, such as arrhythmias or other cardiac events.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden and extreme drop to -1.28, followed by a recovery and then a gradual upward drift. This indicates a combination of a Sudden Spike Anomaly and a Drift Anomaly. Additionally, the sequence later shows nonlinear growth patterns, particularly in the segment from index 115 onward, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies could represent significant disruptions in the ECG signal, such as arrhythmias or other cardiac events.\nActionID:"
+    },
+    "3999": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.5, 2.3, 2.66, 3.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02 to -0.2",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.5, 2.3, 2.66, 3.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02 to -0.2"
+    },
+    "4003": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a spike at index 74 (0.28) and a sharp drop at index 75 (-0.48), followed by a significant outlier at index 76 (-1.28). These abrupt changes deviate significantly from the surrounding pattern, indicating a disruption in the sequence. Additionally, the sequence does not return to a stable baseline immediately after these anomalies, suggesting a combination of sudden spikes and irregularities.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a spike at index 74 (0.28) and a sharp drop at index 75 (-0.48), followed by a significant outlier at index 76 (-1.28). These abrupt changes deviate significantly from the surrounding pattern, indicating a disruption in the sequence. Additionally, the sequence does not return to a stable baseline immediately after these anomalies, suggesting a combination of sudden spikes and irregularities.\nActionID: 12"
+    },
+    "4007": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), and the sequence does not follow a consistent trend or distribution. These characteristics suggest a disruption in the normal behavior of the sensor data, likely due to environmental or sensor-related anomalies. The overall pattern appears to deviate from a stable or predictable form.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), and the sequence does not follow a consistent trend or distribution. These characteristics suggest a disruption in the normal behavior of the sensor data, likely due to environmental or sensor-related anomalies. The overall pattern appears to deviate from a stable or predictable form.\nActionID: 7"
+    },
+    "4011": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (0.52) followed by a sharp drop to -0.48 and -0.66, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (0.52) followed by a sharp drop to -0.48 and -0.66, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward"
+    },
+    "4015": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "4019": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4023": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4027": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.09) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.09) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "4031": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 1365.01), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 1365.01), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4035": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a potential drift or nonlinear behavior in the pattern. This deviation from the expected smooth trend suggests a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a potential drift or nonlinear behavior in the pattern. This deviation from the expected smooth trend suggests a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4039": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4043": {
+        "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 1 and 13.0 at index 11), abrupt drops (e.g., 0.0 at index 13), and inconsistent fluctuations. These anomalies disrupt the normal pattern and indicate isolated irregularities in the time series. The presence of these sporadic deviations suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 1 and 13.0 at index 11), abrupt drops (e.g., 0.0 at index 13), and inconsistent fluctuations. These anomalies disrupt the normal pattern and indicate isolated irregularities in the time series. The presence of these sporadic deviations suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "4047": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4051": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 14 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 14 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4055": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual rise and fall in values. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend around index 30-40 and the irregularities in the amplitude of the periodic cycles. This indicates a disruption in the original periodic pattern.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual rise and fall in values. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend around index 30-40 and the irregularities in the amplitude of the periodic cycles. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+    },
+    "4059": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 26 (value 0.216), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 26 (value 0.216), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4063": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "4067": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.96) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.96) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "4071": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic isolated high values (e.g., 1.36, 1.38, 1.37) that deviate from the surrounding zeros, indicating sparse anomalies. Later, there is a segment of repeated values (e.g., 1.36, 1.38) that disrupts the normal fluctuation pattern, indicating repeated value anomalies. Additionally, the sequence transitions into a flatline of zeros intermittently, suggesting a sudden flatline anomaly. These combined patterns indicate a complex anomaly involving sparse, repeated, and flatline behavior.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic isolated high values (e.g., 1.36, 1.38, 1.37) that deviate from the surrounding zeros, indicating sparse anomalies. Later, there is a segment of repeated values (e.g., 1.36, 1.38) that disrupts the normal fluctuation pattern, indicating repeated value anomalies. Additionally, the sequence transitions into a flatline of zeros intermittently, suggesting a sudden flatline anomaly. These combined patterns indicate a complex anomaly involving sparse, repeated, and flatline behavior.\nActionID: 8"
+    },
+    "4075": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 23, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 23, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "4079": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "4083": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 51 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a flatline of repeated values (1.36) from index 52 to 55, indicating a sudden flatline anomaly. Finally, the sequence resumes normal fluctuations. The most prominent anomaly is the sudden spike at index 51.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 51 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a flatline of repeated values (1.36) from index 52 to 55, indicating a sudden flatline anomaly. Finally, the sequence resumes normal fluctuations. The most prominent anomaly is the sudden spike at index 51.\nActionID: 12"
+    },
+    "4087": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4091": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "4095": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the"
+    },
+    "4099": {
+        "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, there is a sudden and extreme drop to -11.0, followed by a rapid recovery and subsequent fluctuations. This sudden and sharp deviation from the expected pattern indicates a significant anomaly. The extreme drop and recovery suggest a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, there is a sudden and extreme drop to -11.0, followed by a rapid recovery and subsequent fluctuations. This sudden and sharp deviation from the expected pattern indicates a significant anomaly. The extreme drop and recovery suggest a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4103": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4107": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 43, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (-1.02, -1.22). This indicates a sudden spike anomaly. Additionally, the sequence later transitions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 43, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (-1.02, -1.22). This indicates a sudden spike anomaly. Additionally, the sequence later transitions"
+    },
+    "4111": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.21, 0.46) followed by a sharp drop (-0.49, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.21, 0.46) followed by a sharp drop (-0.49, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "4115": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are sporadic isolated high values (e.g., 12.6, 12.7, 12.5, 12.3, 12.2, 12.1, 12.0) that appear intermittently. These isolated spikes disrupt the otherwise flat pattern, indicating occasional anomalous behavior.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are sporadic isolated high values (e.g., 12.6, 12.7, 12.5, 12.3, 12.2, 12.1, 12.0) that appear intermittently. These isolated spikes disrupt the otherwise flat pattern, indicating occasional anomalous behavior.\nActionID: 8"
+    },
+    "4119": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4123": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4127": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 21, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 21, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "4131": {
+        "Thought": "The time series initially fluctuates around a higher range (approximately 150-170) but then exhibits a significant and abrupt drop starting at index 10, where the values decrease to a lower range (approximately 120-130). This indicates a sudden and sustained change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 150-170) but then exhibits a significant and abrupt drop starting at index 10, where the values decrease to a lower range (approximately 120-130). This indicates a sudden and sustained change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4135": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the anomaly.\nActionID: 12"
+    },
+    "4139": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "4143": {
+        "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. There are segments where the values deviate significantly from the surrounding data, such as the sudden drop to -1.05 and -1.06 around index 24-25, and other segments where the values rise sharply, such as the increase to 0.94 and 1.01 around index 41-42. These deviations suggest a disruption in the expected pattern, indicating a Continuous Segment Anomaly.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. There are segments where the values deviate significantly from the surrounding data, such as the sudden drop to -1.05 and -1.06 around index 24-25, and other segments where the values rise sharply, such as the increase to 0.94 and 1.01 around index 41-42. These deviations suggest a disruption in the expected pattern, indicating a Continuous Segment Anomaly.\nActionID: 13"
+    },
+    "4147": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+    },
+    "4151": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 23, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 23, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "4155": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 30, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 30, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.\nActionID: 10"
+    },
+    "4159": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "4163": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence transitions into a flatline with repeated values around 1.36, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence transitions into a flatline with repeated values around 1.36, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.\nActionID: 10"
+    },
+    "4167": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 56-59, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.58, -1.21). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 56-59, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.58, -1.21). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+    },
+    "4171": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.08, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.32, -1.59). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.08, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.32, -1.59). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal."
+    },
+    "4175": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The values do not return to the original range, confirming a Drift Anomaly.\nActionID: 11"
+    },
+    "4179": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop at index 15 (from 1.38 to 1.28), which disrupts the smooth progression. After this drop, the sequence stabilizes at a lower range and exhibits fluctuations around a new level. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, at a specific point.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop at index 15 (from 1.38 to 1.28), which disrupts the smooth progression. After this drop, the sequence stabilizes at a lower range and exhibits fluctuations around a new level. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, at a specific point.\nActionID: 4"
+    },
+    "4183": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4187": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4191": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+    },
+    "4195": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 29, there is a sudden and significant increase in values, peaking at 52.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 29, there is a sudden and significant increase in values, peaking at 52.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+    },
+    "4199": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "4203": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 23 to 27, where the values plummet to -1.24, -1.59, -1.2, -0.92, and -0.62, deviating drastically from the surrounding data. This is followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values drop sharply and then return to the expected range. Additionally, the sequence shows some irregular fluctuations later in the series, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 23 to 27, where the values plummet to -1.24, -1.59, -1.2, -0.92, and -0.62, deviating drastically from the surrounding data. This is followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values drop sharply and then return to the expected range. Additionally, the sequence shows some irregular fluctuations later in the series, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "4207": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 39, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 39, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4211": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly, as the values do not return to the original range and instead continue to drift downward in certain segments.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly, as the values do not return to the original range and instead continue to drift downward in certain segments.\nActionID: 11"
+    },
+    "4215": {
+        "Thought": "The time series exhibits multiple anomalies. At index 12, there is a sudden spike (0.226) that deviates significantly from the surrounding values. Additionally, at index 13, there is an extreme spike (0.612) followed by a sharp drop to 0.062 and then a further drop to 0.012, indicating a sudden and extreme disruption in the sequence. These spikes and drops are characteristic of sudden and temporary disruptions in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. At index 12, there is a sudden spike (0.226) that deviates significantly from the surrounding values. Additionally, at index 13, there is an extreme spike (0.612) followed by a sharp drop to 0.062 and then a further drop to 0.012, indicating a sudden and extreme disruption in the sequence. These spikes and drops are characteristic of sudden and temporary disruptions in the data.\nActionID: 12"
+    },
+    "4219": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.72, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.72, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "4223": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 1.0 at index 11 and 1.0 at index 59), abrupt changes in amplitude, and inconsistent fluctuations. These disruptions suggest a significant deviation from the expected pattern, with no clear periodicity or trend. The presence of these anomalies indicates a nonlinear and erratic behavior, breaking the original linear or predictable rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 1.0 at index 11 and 1.0 at index 59), abrupt changes in amplitude, and inconsistent fluctuations. These disruptions suggest a significant deviation from the expected pattern, with no clear periodicity or trend. The presence of these anomalies indicates a nonlinear and erratic behavior, breaking the original linear or predictable rule.\nActionID: 14"
+    },
+    "4227": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4231": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4235": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.58 and -0.74, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.58 and -0.74, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom"
+    },
+    "4239": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 87 (value 0.28) and index 88 (value 0.46), followed by a sharp drop to -1.21 at index 89 and -1.41 at index 90. These extreme deviations disrupt the normal pattern of the sequence. Additionally, the sequence shows a nonlinear recovery and stabilization afterward, deviating from the original trend. This combination of sudden spikes and nonlinear changes suggests a complex anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 87 (value 0.28) and index 88 (value 0.46), followed by a sharp drop to -1.21 at index 89 and -1.41 at index 90. These extreme deviations disrupt the normal pattern of the sequence. Additionally, the sequence shows a nonlinear recovery and stabilization afterward, deviating from the original trend. This combination of sudden spikes and nonlinear changes suggests a complex anomaly.\nActionID: 14"
+    },
+    "4243": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.0, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 to 70), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anom",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.0, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 to 70), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, indicating a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anom"
+    },
+    "4247": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), and the sequence does not follow a consistent trend or distribution. These characteristics suggest a disruption in the normal behavior of the sensor data, likely due to environmental or sensor-related anomalies. The overall pattern appears to deviate from a stable or predictable form.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), and the sequence does not follow a consistent trend or distribution. These characteristics suggest a disruption in the normal behavior of the sensor data, likely due to environmental or sensor-related anomalies. The overall pattern appears to deviate from a stable or predictable form.\nActionID: 7"
+    },
+    "4251": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 57 (value 50.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 57 (value 50.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4255": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4259": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.44), followed by a steep drop to -1.08 at index 100. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.44), followed by a steep drop to -1.08 at index 100. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4263": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.22, -0.58, -0.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 50), which suggests a Drift Anomaly. Toward the end, there are irregular fluctuations and a sudden drop to -0.78, indicating another Sudden Spike Anomaly. These patterns collect",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.22, -0.58, -0.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 50), which suggests a Drift Anomaly. Toward the end, there are irregular fluctuations and a sudden drop to -0.78, indicating another Sudden Spike Anomaly. These patterns collect"
+    },
+    "4267": {
+        "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 16, disrupting the normal fluctuations. This flatline persists for a significant duration before returning to normal values, indicating a loss of expected variability in the sensor readings.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 16, disrupting the normal fluctuations. This flatline persists for a significant duration before returning to normal values, indicating a loss of expected variability in the sensor readings.\nActionID: 10"
+    },
+    "4271": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-1255.38) deviates sharply from the surrounding values, which are in the range of approximately -1400 to -1600. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-1255.38) deviates sharply from the surrounding values, which are in the range of approximately -1400 to -1600. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4275": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to fluctuate irregularly, deviating from the earlier smooth trend. This indicates a potential change in the pattern of the time series.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to fluctuate irregularly, deviating from the earlier smooth trend. This indicates a potential change in the pattern of the time series.\nActionID: 7"
+    },
+    "4279": {
+        "Thought": "The sequence exhibits a sudden spike at index 11 (value 40.94), which significantly deviates from the surrounding values that generally range between 28 and 34. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 11 (value 40.94), which significantly deviates from the surrounding values that generally range between 28 and 34. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+    },
+    "4283": {
+        "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a rapid recovery and subsequent large oscillations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the baseline, which could also suggest a disruption in the ECG signal. However, the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a rapid recovery and subsequent large oscillations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the baseline, which could also suggest a disruption in the ECG signal. However, the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "4287": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4291": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "4295": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.11 and -1.42, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 to 90), which is characteristic of a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.11 and -1.42, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 to 90), which is characteristic of a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4299": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, forming a U-shaped pattern. However, after the peak, the sequence transitions into a flatline of repeated values (1.36) from index 33 to 37, disrupting the normal fluctuation pattern. This indicates a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, forming a U-shaped pattern. However, after the peak, the sequence transitions into a flatline of repeated values (1.36) from index 33 to 37, disrupting the normal fluctuation pattern. This indicates a sudden flatline anomaly.\nActionID: 10"
+    },
+    "4303": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12810.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12810.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "4307": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4311": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.69, -1.2, and -0.92, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.69, -1.2, and -0.92, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4315": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "4319": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the pattern. Additionally, at index 59, there is a sudden spike (0.52) followed by a sharp drop (-0.24), which is characteristic of a Sudden Spike Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 59-63, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the pattern. Additionally, at index 59, there is a sudden spike (0.52) followed by a sharp drop (-0.24), which is characteristic of a Sudden Spike Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 59-63, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal E"
+    },
+    "4323": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "4327": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 43 (value 40.28), which deviates sharply from the surrounding values that generally range between 30 and 35. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 43 (value 40.28), which deviates sharply from the surrounding values that generally range between 30 and 35. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "4331": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 51, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 51, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.\nActionID: 10"
+    },
+    "4335": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 10, there is a sudden spike to 23.22, which is significantly higher than the surrounding values. Additionally, at index 12, the value drops to 0.0, creating a sudden flatline anomaly. These disruptions indicate a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the most prominent anomaly is the sudden spike at index 10.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, there is a sudden spike to 23.22, which is significantly higher than the surrounding values. Additionally, at index 12, the value drops to 0.0, creating a sudden flatline anomaly. These disruptions indicate a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the most prominent anomaly is the sudden spike at index 10.\nActionID: 12"
+    },
+    "4339": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 27, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a lower range (approximately 2.5 to 3.0). This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the Server-IOPS.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 27, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a lower range (approximately 2.5 to 3.0). This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the Server-IOPS.\nActionID: 4"
+    },
+    "4343": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a flatline of repeated values (1.0) from index 24 to 27, indicating a sudden flatline anomaly. Additionally, there are intermittent repeated values (1.0) disrupting the normal fluctuation pattern, suggesting a repeated value anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around index 28 to 31. Overall, the sequence contains a combination of",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a flatline of repeated values (1.0) from index 24 to 27, indicating a sudden flatline anomaly. Additionally, there are intermittent repeated values (1.0) disrupting the normal fluctuation pattern, suggesting a repeated value anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around index 28 to 31. Overall, the sequence contains a combination of"
+    },
+    "4347": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "4351": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.21, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.21, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+    },
+    "4355": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "4359": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a sudden flatline at 1.36 from index 24 to 26, disrupting the normal fluctuations. Afterward, the sequence resumes with a fluctuating pattern but exhibits a gradual upward drift in the latter part of the series. The flatline at 1.36 is the most prominent anomaly, as it represents a sudden loss of variability in the sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden flatline at 1.36 from index 24 to 26, disrupting the normal fluctuations. Afterward, the sequence resumes with a fluctuating pattern but exhibits a gradual upward drift in the latter part of the series. The flatline at 1.36 is the most prominent anomaly, as it represents a sudden loss of variability in the sequence.\nActionID: 10"
+    },
+    "4363": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "4367": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 133.33 at index 20), abrupt drops (e.g., -100.0 at index 21), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 133.33 at index 20), abrupt drops (e.g., -100.0 at index 21), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.\nActionID: 8"
+    },
+    "4371": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 13 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 13 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4375": {
+        "Thought": "The sequence exhibits a sudden and significant deviation at index 2, where the value jumps to 1118.0, which is drastically different from the surrounding negative values. This isolated spike disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant deviation at index 2, where the value jumps to 1118.0, which is drastically different from the surrounding negative values. This isolated spike disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "4379": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 4.24, followed by a sharp decline starting at index 16, reaching a low point around 2.8. After this, the sequence stabilizes into a fluctuating pattern with smaller variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 4.24, followed by a sharp decline starting at index 16, reaching a low point around 2.8. After this, the sequence stabilizes into a fluctuating pattern with smaller variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "4383": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "4387": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4391": {
+        "Thought": "The sequence exhibits a sudden spike at index 5 (value 40.94), which significantly deviates from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 5 (value 40.94), which significantly deviates from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4395": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating"
+    },
+    "4399": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4403": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4407": {
+        "Thought": "The sequence initially remains constant at -1.0 for a long duration, indicating a flatline. However, starting at index 50, the values abruptly shift to a new range (around 6.2 to 6.6), breaking the flatline and introducing a new pattern. This indicates a sudden change in the statistical properties of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially remains constant at -1.0 for a long duration, indicating a flatline. However, starting at index 50, the values abruptly shift to a new range (around 6.2 to 6.6), breaking the flatline and introducing a new pattern. This indicates a sudden change in the statistical properties of the sequence.\nActionID: 4"
+    },
+    "4411": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4415": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.0, 3.61, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.0, 3.61, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "4419": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "4423": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4427": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "4431": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there is a gradual increase in values, followed by a sudden spike at index 13 (12.0), which is an isolated extreme value. Subsequently, the sequence transitions into a flatline of zeros starting at index 20, disrupting the normal fluctuations. This indicates a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the flatline anomaly is more prominent and sustained, making it the dominant anomaly type.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there is a gradual increase in values, followed by a sudden spike at index 13 (12.0), which is an isolated extreme value. Subsequently, the sequence transitions into a flatline of zeros starting at index 20, disrupting the normal fluctuations. This indicates a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the flatline anomaly is more prominent and sustained, making it the dominant anomaly type.\nActionID: 10"
+    },
+    "4435": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from 10.0 and decreasing steadily to around 6.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is consistent over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from 10.0 and decreasing steadily to around 6.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is consistent over time.\nActionID: 11"
+    },
+    "4439": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4443": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 3, there is a sudden spike (1.0) that deviates significantly from the surrounding values. Additionally, at index 11, there is a repeated value (1.0) that disrupts the normal fluctuation pattern. These anomalies are indicative of a combination of sudden spikes and repeated value anomalies. However, the repeated value anomaly is more prominent as it spans multiple consecutive points.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 3, there is a sudden spike (1.0) that deviates significantly from the surrounding values. Additionally, at index 11, there is a repeated value (1.0) that disrupts the normal fluctuation pattern. These anomalies are indicative of a combination of sudden spikes and repeated value anomalies. However, the repeated value anomaly is more prominent as it spans multiple consecutive points.\nActionID: 9"
+    },
+    "4447": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, indicating a significant change in the long-term trajectory. This is followed by a stabilization phase with fluctuations around a higher level. The sharp upward trend suggests a sudden shift in the overall pattern of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, indicating a significant change in the long-term trajectory. This is followed by a stabilization phase with fluctuations around a higher level. The sharp upward trend suggests a sudden shift in the overall pattern of the sequence.\nActionID: 3"
+    },
+    "4451": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.33, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.33, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "4455": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 16, there is a noticeable upward shift in the values, with a new range forming around 42-47. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 16, there is a noticeable upward shift in the values, with a new range forming around 42-47. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "4459": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the values fluctuate within a certain range, but starting around index 39, there is a significant upward drift in the values, indicating a Drift Anomaly. Additionally, at index 55, there is a sudden spike in the values (e.g., 1.24, 1.36, 1.56), which is characteristic of a Sudden Spike Anomaly. These anomalies disrupt the normal pattern of the sequence.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the values fluctuate within a certain range, but starting around index 39, there is a significant upward drift in the values, indicating a Drift Anomaly. Additionally, at index 55, there is a sudden spike in the values (e.g., 1.24, 1.36, 1.56), which is characteristic of a Sudden Spike Anomaly. These anomalies disrupt the normal pattern of the sequence.\nActionID: 11"
+    },
+    "4463": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant nonlinear increase, peaking at index 55, and then a gradual decline. Later, starting at index 115, there is a sudden and extreme spike in values, reaching a peak at index 119, followed by a rapid decline. These patterns indicate a combination of sudden spikes, nonlinear growth, and abrupt changes in the sequence. The most prominent anomaly is the nonlinear pattern in the latter",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 51, there is a significant nonlinear increase, peaking at index 55, and then a gradual decline. Later, starting at index 115, there is a sudden and extreme spike in values, reaching a peak at index 119, followed by a rapid decline. These patterns indicate a combination of sudden spikes, nonlinear growth, and abrupt changes in the sequence. The most prominent anomaly is the nonlinear pattern in the latter",
+        "ParseError": "unrecognized_action_id"
+    },
+    "4467": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -"
+    },
+    "4471": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4475": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 130-140. However, starting at index 29, there is a significant and abrupt drop in values, reaching as low as 92. This is followed by a recovery and a gradual upward drift in values, eventually stabilizing at a higher range (around 120-130). The abrupt drop and subsequent recovery indicate a sudden change in the statistical properties of the sequence, likely due to a shift in the underlying process. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 130-140. However, starting at index 29, there is a significant and abrupt drop in values, reaching as low as 92. This is followed by a recovery and a gradual upward drift in values, eventually stabilizing at a higher range (around 120-130). The abrupt drop and subsequent recovery indicate a sudden change in the statistical properties of the sequence, likely due to a shift in the underlying process. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4479": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4483": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 70, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.34, -0.58, -0.64), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 70, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.34, -0.58, -0.64), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+    },
+    "4487": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "4491": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4495": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 20, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4499": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.28, 2.56) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.28, 2.56) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these"
+    },
+    "4503": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.51 to -0.72), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.51 to -0.72), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+    },
+    "4507": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "4511": {
+        "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or disruptions that would indicate an anomaly. The sequence remains within expected bounds for a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or disruptions that would indicate an anomaly. The sequence remains within expected bounds for a normal ECG signal.\nActionID: 0"
+    },
+    "4515": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4519": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 15 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4523": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4527": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 10 to 12, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 10 to 12, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "4531": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4535": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 40.28), which deviates sharply from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 40.28), which deviates sharply from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4539": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.09) and a subsequent sharp increase to 2.09 at index 40. This is followed by a nonlinear pattern of exponential growth from index 41 to 47, where the values increase rapidly and deviate from the previous trend. The sequence then stabilizes and returns to a more normal range. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent stabilization.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.09) and a subsequent sharp increase to 2.09 at index 40. This is followed by a nonlinear pattern of exponential growth from index 41 to 47, where the values increase rapidly and deviate from the previous trend. The sequence then stabilizes and returns to a more normal range. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent stabilization.\nActionID: 14"
+    },
+    "4543": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 12, 13, and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, where values consistently decrease, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 12, 13, and 14) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, where values consistently decrease, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.\nActionID: 10"
+    },
+    "4547": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden drops (e.g., 0.0 at index 16 and 17) and spikes (e.g., 0.2 at index 18 and 0.25 at index 58), as well as fluctuations that deviate from the expected range. These anomalies occur sporadically throughout the sequence, indicating isolated irregularities in the data. This pattern aligns with sparse anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden drops (e.g., 0.0 at index 16 and 17) and spikes (e.g., 0.2 at index 18 and 0.25 at index 58), as well as fluctuations that deviate from the expected range. These anomalies occur sporadically throughout the sequence, indicating isolated irregularities in the data. This pattern aligns with sparse anomalies.\nActionID: 8"
+    },
+    "4551": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+    },
+    "4555": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 64 to 80), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows repeated values (e.g., 0.0, 0.01) disrupting the normal",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 64 to 80), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows repeated values (e.g., 0.0, 0.01) disrupting the normal"
+    },
+    "4559": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -0.78, followed by a rapid recovery and subsequent large oscillations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the baseline, which could also suggest a disruption in the ECG signal. However, the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -0.78, followed by a rapid recovery and subsequent large oscillations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the baseline, which could also suggest a disruption in the ECG signal. However, the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "4563": {
+        "Thought": "The value 12652.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 12652.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+    },
+    "4567": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values at index 47 (from 10.0 to 7.9), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 47 (from 10.0 to 7.9), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4571": {
+        "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are multiple instances of sudden spikes (e.g., 10.0 at index 10, 10.0 at index 23, and 10.0 at index 29) that deviate significantly from the surrounding values, disrupting the normal flow of the sequence. These spikes are isolated and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are multiple instances of sudden spikes (e.g., 10.0 at index 10, 10.0 at index 23, and 10.0 at index 29) that deviate significantly from the surrounding values, disrupting the normal flow of the sequence. These spikes are isolated and return to the normal range immediately after.\nActionID: 12"
+    },
+    "4575": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 16 (0.28) followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68), indicating a Sudden Spike Anomaly. Additionally, there is a significant nonlinear growth pattern starting around index 76, where the values increase rapidly to a peak (e.g., 1.72 at index 80) and then decrease, deviating from the original linear or periodic pattern, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nAction",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 16 (0.28) followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68), indicating a Sudden Spike Anomaly. Additionally, there is a significant nonlinear growth pattern starting around index 76, where the values increase rapidly to a peak (e.g., 1.72 at index 80) and then decrease, deviating from the original linear or periodic pattern, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nAction"
+    },
+    "4579": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "4583": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "4587": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.3, 2.01, 2.36, 2.51, 2.66), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.3, 2.01, 2.36, 2.51, 2.66), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0."
+    },
+    "4591": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 35-40. However, starting at index 13, there is a sudden and significant increase in values, peaking at 55.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 35-40. However, starting at index 13, there is a sudden and significant increase in values, peaking at 55.25, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the long-term trend of the sequence.\nActionID: 3"
+    },
+    "4595": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "4599": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "4603": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear"
+    },
+    "4607": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4611": {
+        "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.26, 0.61) followed by a sharp drop (-0.69, -1.44). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.26, 0.61) followed by a sharp drop (-0.69, -1.44). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "4615": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a gradual drift away from the initial level.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a gradual drift away from the initial level.\nActionID: 11"
+    },
+    "4619": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1535.06), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1535.06), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+    },
+    "4623": {
+        "Thought": "The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "4627": {
+        "Thought": "The sequence exhibits a consistent and smooth decline in values over time, with no abrupt changes, spikes, or disruptions. The fluctuations are within a reasonable range, and the overall trend appears natural and expected for an environment-sensor domain. There are no indications of anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent and smooth decline in values over time, with no abrupt changes, spikes, or disruptions. The fluctuations are within a reasonable range, and the overall trend appears natural and expected for an environment-sensor domain. There are no indications of anomalies.\nActionID: 0"
+    },
+    "4631": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 27 to 29, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 27 to 29, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "4635": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4639": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4643": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4647": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4651": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4655": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 15 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 15 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4659": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4663": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.35 at index 17), abrupt drops (e.g., -100.11 at index 20), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.35 at index 17), abrupt drops (e.g., -100.11 at index 20), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "4667": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 4.332, 4.334, 4.336) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 4.332, 4.334, 4.336) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.\nActionID: 9"
+    },
+    "4671": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "4675": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 16, peaking at index 20, and then returning to a downward trend. This abrupt change in the long-term trajectory indicates a significant shift in the trend of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 16, peaking at index 20, and then returning to a downward trend. This abrupt change in the long-term trajectory indicates a significant shift in the trend of the time series.\nActionID: 3"
+    },
+    "4679": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "4683": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 87 to 90, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4687": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 2.0 to 2.3), but starting at index 33, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 1.5 to 2.0). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 2.0 to 2.3), but starting at index 33, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 1.5 to 2.0). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4691": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.\nActionID: 1"
+    },
+    "4695": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data.\nActionID: 0"
+    },
+    "4699": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Later, starting around index 74, there is a significant upward drift in values, peaking at index 79 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern also shows nonlinear growth and decay, deviating from a linear trend. Given the healthcare-E",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Later, starting around index 74, there is a significant upward drift in values, peaking at index 79 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern also shows nonlinear growth and decay, deviating from a linear trend. Given the healthcare-E"
+    },
+    "4703": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.64, 1.96, 2.11, 2.31), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.64, 1.96, 2.11, 2.31), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+    },
+    "4707": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4711": {
+        "Thought": "The time series exhibits a sudden and significant deviation in amplitude at index 74, where the value spikes to 0.68, followed by a sharp drop to -0.38 and -0.56. This behavior is inconsistent with the surrounding values, which generally fluctuate within a smaller range. Such abrupt changes in amplitude are indicative of an anomaly in the ECG signal, potentially representing an abnormal event or artifact.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at index 74, where the value spikes to 0.68, followed by a sharp drop to -0.38 and -0.56. This behavior is inconsistent with the surrounding values, which generally fluctuate within a smaller range. Such abrupt changes in amplitude are indicative of an anomaly in the ECG signal, potentially representing an abnormal event or artifact.\nActionID: 6"
+    },
+    "4715": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 46, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 46, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.\nActionID: 4"
+    },
+    "4719": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4723": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "4727": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4731": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (11.0) and a sharp increase to 23.0 at index 20. This is followed by a nonlinear pattern of fluctuations, including exponential-like growth and irregular oscillations. The sequence transitions into a highly irregular pattern with significant deviations from the original trend, indicating a combination of drift, sudden spikes, and nonlinear changes.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (11.0) and a sharp increase to 23.0 at index 20. This is followed by a nonlinear pattern of fluctuations, including exponential-like growth and irregular oscillations. The sequence transitions into a highly irregular pattern with significant deviations from the original trend, indicating a combination of drift, sudden spikes, and nonlinear changes.\nActionID: 14"
+    },
+    "4735": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4739": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4743": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4747": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 21 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4751": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4755": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.68, -1.72). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.68, -1.72). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "4759": {
+        "Thought": "The time series shows a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4763": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.96, 2.21, 2.56, 2.92) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.96, 2.21, 2.56, 2.92) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear"
+    },
+    "4767": {
+        "Thought": "The time series initially fluctuates around a higher range (approximately 120-130) but then exhibits a gradual downward drift starting around index 16, where the values begin to decrease steadily. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 120-130) but then exhibits a gradual downward drift starting around index 16, where the values begin to decrease steadily. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4771": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.32, -1.59), which disrupts the sequence. This indicates a combination of sudden spikes and a flatline anomaly, but the most prominent feature is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.32, -1.59), which disrupts the sequence. This indicates a combination of sudden spikes and a flatline anomaly, but the most prominent feature is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4775": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 83 (-1.08) and index 84 (-1.21), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 83 (-1.08) and index 84 (-1.21), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "4779": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+    },
+    "4783": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4787": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior with minor variations, which could be attributed to normal sensor noise or environmental factors. There are no significant deviations or disruptions that indicate an anomaly.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior with minor variations, which could be attributed to normal sensor noise or environmental factors. There are no significant deviations or disruptions that indicate an anomaly.\nActionID: 0"
+    },
+    "4791": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 17, where the value (-2279.38) deviates sharply from the surrounding values, which are generally in the range of -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 17, where the value (-2279.38) deviates sharply from the surrounding values, which are generally in the range of -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4795": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.61, 0.74, 0.84, 0.92, 1.08,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.61, 0.74, 0.84, 0.92, 1.08,"
+    },
+    "4799": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4803": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4807": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "4811": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "4815": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 33 to 37), and other segments show erratic behavior, such as the sharp rise and fall around index 55 to 60. These disruptions indicate a significant deviation from any consistent or predictable pattern, suggesting a nonlinear and chaotic behavior.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 33 to 37), and other segments show erratic behavior, such as the sharp rise and fall around index 55 to 60. These disruptions indicate a significant deviation from any consistent or predictable pattern, suggesting a nonlinear and chaotic behavior.\nActionID: 14"
+    },
+    "4819": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.09, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.42) followed by a sharp drop to -0.68 and -1.0, indicating a sudden spike anomaly. Additionally, the sequence later stabilizes but shows a gradual drift downward (e.g., -0.0",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.09, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.42) followed by a sharp drop to -0.68 and -1.0, indicating a sudden spike anomaly. Additionally, the sequence later stabilizes but shows a gradual drift downward (e.g., -0.0"
+    },
+    "4823": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "4827": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4831": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "4835": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4839": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4843": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 74, where the values drop sharply to -0.28 and then further to -0.51, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no other major disruptions or changes in trend, distribution, or periodicity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 74, where the values drop sharply to -0.28 and then further to -0.51, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no other major disruptions or changes in trend, distribution, or periodicity.\nActionID: 12"
+    },
+    "4847": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.\nActionID: 2"
+    },
+    "4851": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 23, where the value shifts abruptly from -1235.05 to -1051.51, deviating from the surrounding trend. This indicates a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23, where the value shifts abruptly from -1235.05 to -1051.51, deviating from the surrounding trend. This indicates a sudden spike anomaly.\nActionID: 12"
+    },
+    "4855": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 26, where the values increase sharply and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 26, where the values increase sharply and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+    },
+    "4859": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear pattern with irregular fluctuations, including a sharp drop at index 49 (value -1.25) and subsequent recovery. These disruptions indicate a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 33.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear pattern with irregular fluctuations, including a sharp drop at index 49 (value -1.25) and subsequent recovery. These disruptions indicate a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 33.\nActionID: 12"
+    },
+    "4863": {
+        "Thought": "The value 1295.0 at index 2 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1400. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 1295.0 at index 2 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1400. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+    },
+    "4867": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.\nActionID: 3"
+    },
+    "4871": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4875": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.02) starting around index 96",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.02) starting around index 96"
+    },
+    "4879": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (-0.78, -0.81), which deviates significantly from the surrounding values, indicating an amplitude anomaly. The sequence then transitions",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (-0.78, -0.81), which deviates significantly from the surrounding values, indicating an amplitude anomaly. The sequence then transitions"
+    },
+    "4883": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a"
+    },
+    "4887": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4891": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4895": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.\nActionID: 12"
+    },
+    "4899": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4903": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 24 (value 1365.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 24 (value 1365.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4907": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "4911": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4915": {
+        "Thought": "The time series initially exhibits a stable pattern with small fluctuations around a baseline, but starting at index 90, there is a sudden and significant deviation, including a sharp spike (0.28, 0.56) followed by a steep drop (-0.42, -1.02). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates drastically from the normal range before returning to a more stable pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with small fluctuations around a baseline, but starting at index 90, there is a sudden and significant deviation, including a sharp spike (0.28, 0.56) followed by a steep drop (-0.42, -1.02). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates drastically from the normal range before returning to a more stable pattern.\nActionID: 12"
+    },
+    "4919": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but at index 19, there is a sudden spike to 55.0, which is significantly higher than the surrounding values. Following this, the sequence exhibits a gradual downward drift, with values consistently decreasing and stabilizing at a lower range (approximately 28-30). This indicates a combination of a sudden spike anomaly followed by a drift anomaly. However, the most prominent anomaly is the sudden spike at index 19.\nActionID: 12"
+    },
+    "4923": {
+        "Thought": "The value 5.0 at index 12 significantly deviates from the surrounding data points, which mostly range between 2.5 and 3.5. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 5.0 at index 12 significantly deviates from the surrounding data points, which mostly range between 2.5 and 3.5. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "4927": {
+        "Thought": "The time series shows a gradual downward drift in values over time, with the initial values around 150-160 decreasing to the range of 130-135 by the end. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values over time, with the initial values around 150-160 decreasing to the range of 130-135 by the end. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4931": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -1.11), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.5) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -1.11), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.5) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay"
+    },
+    "4935": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4939": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "4943": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4947": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.36), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations and a nonlinear growth pattern toward the end, deviating from the earlier trend. This indicates a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 33.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.36), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations and a nonlinear growth pattern toward the end, deviating from the earlier trend. This indicates a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 33.\nActionID: 12"
+    },
+    "4951": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 43, the values abruptly drop to a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 43, the values abruptly drop to a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.\nActionID: 10"
+    },
+    "4955": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4959": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "4963": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4967": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "4971": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior with minimal fluctuations around a small range of values. Toward the end, there is a sudden spike (0.22) and a subsequent sharp drop (-0.44), which disrupts the sequence. This indicates a combination of a sudden spike anomaly and a potential drift anomaly, as the sequence gradually drifts away from the earlier range. However, the most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior with minimal fluctuations around a small range of values. Toward the end, there is a sudden spike (0.22) and a subsequent sharp drop (-0.44), which disrupts the sequence. This indicates a combination of a sudden spike anomaly and a potential drift anomaly, as the sequence gradually drifts away from the earlier range. However, the most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4975": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4979": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.4) followed by a sharp drop (-0.4 to -1.38), which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 80 to 87 shows a significant upward drift (e.g., 0.6 to 2.11) followed by a return to lower values, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, such as the exponential-like growth and decay, breaking the original linear or periodic pattern, which indicates a Nonlinear Pattern Anomaly. Given the",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.4) followed by a sharp drop (-0.4 to -1.38), which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 80 to 87 shows a significant upward drift (e.g., 0.6 to 2.11) followed by a return to lower values, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, such as the exponential-like growth and decay, breaking the original linear or periodic pattern, which indicates a Nonlinear Pattern Anomaly. Given the"
+    },
+    "4983": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 15 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 15 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4987": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "4991": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4995": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly.\nActionID: 11"
+    },
+    "4999": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 30, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5003": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g"
+    },
+    "5007": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5011": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.28, followed by a further drop to -1.56, which is a significant deviation from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase from index 87 to 93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.28, followed by a further drop to -1.56, which is a significant deviation from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase from index 87 to 93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern."
+    },
+    "5015": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "5019": {
+        "Thought": "The sequence initially exhibits a gradual linear increase, followed by a sudden and sharp drop at index 16, transitioning into a flatline of repeated values (1200.0) from index 17 to 20. Afterward, the sequence resumes a fluctuating pattern with a gradual decline. The sharp drop and subsequent flatline indicate a significant disruption in the normal pattern, likely caused by a system failure or anomaly in the machine-system domain.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear increase, followed by a sudden and sharp drop at index 16, transitioning into a flatline of repeated values (1200.0) from index 17 to 20. Afterward, the sequence resumes a fluctuating pattern with a gradual decline. The sharp drop and subsequent flatline indicate a significant disruption in the normal pattern, likely caused by a system failure or anomaly in the machine-system domain.\nActionID: 10"
+    },
+    "5023": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5027": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "5031": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5035": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 14 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 14 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5039": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5043": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 59 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 37. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 59 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 37. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5047": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 64, where the values transition from a relatively stable range to a sharp increase, peaking at 2.21, followed by a gradual decline. This behavior indicates a disruption in the normal ECG pattern, likely due to an abnormal event such as a sudden spike or artifact in the signal. The sequence then returns to a more stable range, suggesting a temporary anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 64, where the values transition from a relatively stable range to a sharp increase, peaking at 2.21, followed by a gradual decline. This behavior indicates a disruption in the normal ECG pattern, likely due to an abnormal event such as a sudden spike or artifact in the signal. The sequence then returns to a more stable range, suggesting a temporary anomaly.\nActionID: 12"
+    },
+    "5051": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 19, where the value plummets to -115.0, deviating significantly from the surrounding values, which are in the range of approximately -10 to -15. This is a clear example of a sudden spike anomaly, as the value quickly returns to the normal range in subsequent points.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 19, where the value plummets to -115.0, deviating significantly from the surrounding values, which are in the range of approximately -10 to -15. This is a clear example of a sudden spike anomaly, as the value quickly returns to the normal range in subsequent points.\nActionID: 12"
+    },
+    "5055": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1235.05 to -1051.51, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1235.05 to -1051.51, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "5059": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent oscillations. This behavior deviates from any linear or periodic pattern, indicating a nonlinear growth and decay pattern. The sequence does not follow a predictable trend, and the exponential-like growth and subsequent decline suggest a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent oscillations. This behavior deviates from any linear or periodic pattern, indicating a nonlinear growth and decay pattern. The sequence does not follow a predictable trend, and the exponential-like growth and subsequent decline suggest a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5063": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 55, there is a significant spike in values, reaching a peak at 0.7, which is followed by a return to lower values. This indicates a combination of amplitude anomalies and sudden spikes. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original baseline. The most prominent anomaly is the nonlinear pattern change, as the sequence deviates significantly from its original linear or stable behavior.\nAction",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 55, there is a significant spike in values, reaching a peak at 0.7, which is followed by a return to lower values. This indicates a combination of amplitude anomalies and sudden spikes. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original baseline. The most prominent anomaly is the nonlinear pattern change, as the sequence deviates significantly from its original linear or stable behavior.\nAction",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5067": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.46) followed by a steep drop (-0.49, -1.58, -1.62). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme deviation is the key anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.46) followed by a steep drop (-0.49, -1.58, -1.62). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme deviation is the key anomaly.\nActionID: 12"
+    },
+    "5071": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5075": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5079": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5083": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.12 to -1",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.12 to -1"
+    },
+    "5087": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 122.0 at index 21), abrupt drops (e.g., -10.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 122.0 at index 21), abrupt drops (e.g., -10.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "5091": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5095": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5099": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.98 and -1.33, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.98 and -1.33, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "5103": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, indicating no anomalies.\nActionID: 0"
+    },
+    "5107": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5111": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a stabilization around 1.0 with minor fluctuations. However, starting at index 56, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a stabilization around 1.0 with minor fluctuations. However, starting at index 56, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5115": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5119": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.42, 0.38), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly. Additionally,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.42, 0.38), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly. Additionally,"
+    },
+    "5123": {
+        "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 47, there is a sudden and significant spike in values (e.g., 51.5, 53.1, 55.1, 56.1, 58.1, 60.1, 62.1, 64.1, 65.1, 67.1, 69.1, 71.1, 73.1, 75.1, 77.1, 80.1, 82.1, 84.1",
+        "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 47, there is a sudden and significant spike in values (e.g., 51.5, 53.1, 55.1, 56.1, 58.1, 60.1, 62.1, 64.1, 65.1, 67.1, 69.1, 71.1, 73.1, 75.1, 77.1, 80.1, 82.1, 84.1",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5127": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5131": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5135": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5139": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5143": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 66, there is a significant spike (0.26, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.84). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 66, there is a significant spike (0.26, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.84). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally"
+    },
+    "5147": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5151": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "5155": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "5159": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.34), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.2 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG signals. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence, which deviates significantly from the expected ECG behavior.\nActionID",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.34), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.2 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG signals. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence, which deviates significantly from the expected ECG behavior.\nActionID"
+    },
+    "5163": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a potential change in the long-term trend. This suggests a significant shift in the trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a potential change in the long-term trend. This suggests a significant shift in the trajectory of the time series.\nActionID: 3"
+    },
+    "5167": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "5171": {
+        "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+    },
+    "5175": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.08), but starting at index 27, there is a sudden and significant increase in values, peaking at 0.29. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.08), but starting at index 27, there is a sudden and significant increase in values, peaking at 0.29. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5179": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5183": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5187": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.42) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 and -0.84. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.42) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 and -0.84. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5191": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.2, 1.66, 2.08, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.2, 1.66, 2.08, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "5195": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5199": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5203": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 1.34) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is common in ECG data due to irregular heartbeats or electrical disturbances. The rest of the sequence appears to follow a relatively stable pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 1.34) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is common in ECG data due to irregular heartbeats or electrical disturbances. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+    },
+    "5207": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "5211": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38) starting around index 90, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38) starting around index 90, which deviates from the earlier"
+    },
+    "5215": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 96 (value 0.5), followed by a sharp drop to -0.3 and -0.5, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could also suggest a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike and drop.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 96 (value 0.5), followed by a sharp drop to -0.3 and -0.5, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could also suggest a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+    },
+    "5219": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "5223": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5227": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.18, -0.38, -0.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude (e.g., 0.22, 0.42, 0.52) and then transitions into a prolonged segment of negative values, which deviates from the earlier pattern, indicating a Continuous Segment Anomaly. The overall pattern is disrupted, and the sequence",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.18, -0.38, -0.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude (e.g., 0.22, 0.42, 0.52) and then transitions into a prolonged segment of negative values, which deviates from the earlier pattern, indicating a Continuous Segment Anomaly. The overall pattern is disrupted, and the sequence"
+    },
+    "5231": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift down",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift down"
+    },
+    "5235": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "5239": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), followed by a recovery to a more stable pattern. Later, there is a significant upward drift (e.g., 0.72, 1.3, 1.69, 2.01, 2.28) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), followed by a recovery to a more stable pattern. Later, there is a significant upward drift (e.g., 0.72, 1.3, 1.69, 2.01, 2.28) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly"
+    },
+    "5243": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a flatline behavior around -0.07 for an extended period, and then transitions into small fluctuations. The flatline behavior is particularly notable as it disrupts the normal ECG fluctuation pattern, which typically exhibits periodic variations. This indicates a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a flatline behavior around -0.07 for an extended period, and then transitions into small fluctuations. The flatline behavior is particularly notable as it disrupts the normal ECG fluctuation pattern, which typically exhibits periodic variations. This indicates a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "5247": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 17 and 0.26 at index 31), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 17 and 0.26 at index 31), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+    },
+    "5251": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 64. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 64. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "5255": {
+        "Thought": "The value 3.211 at index 5 is a significant outlier compared to the surrounding values, which mostly range between 0.01 and 0.1. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 3.211 at index 5 is a significant outlier compared to the surrounding values, which mostly range between 0.01 and 0.1. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "5259": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some recovery and stabilization afterward, but the sharp spike and drop are the most prominent anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some recovery and stabilization afterward, but the sharp spike and drop are the most prominent anomalies.\nActionID: 12"
+    },
+    "5263": {
+        "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+    },
+    "5267": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 15 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 15 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5271": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "5275": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trajectory, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trajectory, indicating no anomalies.\nActionID: 0"
+    },
+    "5279": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "5283": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+    },
+    "5287": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.09, 0.12), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 74, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.09, 0.12), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 74, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally,"
+    },
+    "5291": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5295": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.49 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.49 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.\nActionID: 12"
+    },
+    "5299": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+    },
+    "5303": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 17 (value 135.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 17 (value 135.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5307": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 29, there is a sudden and significant drop in values, deviating from the expected pattern. This abrupt change disrupts the statistical properties of the sequence, indicating a potential anomaly. The sequence then stabilizes and resumes a more consistent pattern. This behavior suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 29, there is a sudden and significant drop in values, deviating from the expected pattern. This abrupt change disrupts the statistical properties of the sequence, indicating a potential anomaly. The sequence then stabilizes and resumes a more consistent pattern. This behavior suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "5311": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, there is a sudden and significant spike in values, reaching a peak at 12.0, followed by a sharp drop to 10.0 and then a gradual decline. This sudden spike and subsequent return to normal levels indicate a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, there is a sudden and significant spike in values, reaching a peak at 12.0, followed by a sharp drop to 10.0 and then a gradual decline. This sudden spike and subsequent return to normal levels indicate a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5315": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5319": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5323": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 24 (-1527.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24 (-1527.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5327": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, starting around 13.06 and decreasing to approximately 11.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings. The values do not return to the original range, confirming a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, starting around 13.06 and decreasing to approximately 11.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings. The values do not return to the original range, confirming a Drift Anomaly.\nActionID: 11"
+    },
+    "5331": {
+        "Thought": "The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.\nActionID: 10"
+    },
+    "5335": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.18,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.18,"
+    },
+    "5339": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "5343": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 130.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 130.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5347": {
+        "Thought": "The time series exhibits a sudden spike in values at index 3 (10.0) and index 11 (10.0), which are significantly higher than the surrounding values. These spikes disrupt the otherwise stable pattern of the sequence, indicating isolated anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden spike in values at index 3 (10.0) and index 11 (10.0), which are significantly higher than the surrounding values. These spikes disrupt the otherwise stable pattern of the sequence, indicating isolated anomalies.\nActionID: 12"
+    },
+    "5351": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5355": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 10, where the value (-125.5) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 10, where the value (-125.5) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.\nActionID: 4"
+    },
+    "5359": {
+        "Thought": "The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "5363": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "5367": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5371": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 14 (-1.28) and index 15 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a gradual upward drift in the latter part of the sequence (e.g., from index 80 onward), where the values steadily increase, deviating from the earlier fluctuations, indicating a drift anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 14 (-1.28) and index 15 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a gradual upward drift in the latter part of the sequence (e.g., from index 80 onward), where the values steadily increase, deviating from the earlier fluctuations, indicating a drift anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nActionID: 12"
+    },
+    "5375": {
+        "Thought": "The time series initially fluctuates within a relatively stable range, but starting around index 30, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels. This indicates a gradual deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates within a relatively stable range, but starting around index 30, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels. This indicates a gradual deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5379": {
+        "Thought": "The time series initially exhibits a consistent upward trend, peaking around index 16, followed by a gradual decline. However, starting at index 33, the sequence transitions into a flatline of repeated values (122.0) for an extended period, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly in the system.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a consistent upward trend, peaking around index 16, followed by a gradual decline. However, starting at index 33, the sequence transitions into a flatline of repeated values (122.0) for an extended period, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly in the system.\nActionID: 10"
+    },
+    "5383": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "5387": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5391": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.31), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.31), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5395": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.62) followed by a steep drop (-0.78, -1.04, -0.92). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.62) followed by a steep drop (-0.78, -1.04, -0.92). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "5399": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 1.0, 1.38, 1.58, 1.76, 2.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 1.0, 1.38, 1.58, 1.76, 2."
+    },
+    "5403": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 100.0 and eventually reaching 42.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 100.0 and eventually reaching 42.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "5407": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5411": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "5415": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.51 to -0.72), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 1.62) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the exponential-like growth and subsequent irregular fluctuations.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.51 to -0.72), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 1.62) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the exponential-like growth and subsequent irregular fluctuations.\nActionID:"
+    },
+    "5419": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5423": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.52) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5427": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5431": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5435": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "5439": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "5443": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5447": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal. Additionally, the sequence does not return to a consistent baseline after these events, further confirming the anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal. Additionally, the sequence does not return to a consistent baseline after these events, further confirming the anomaly.\nActionID: 12"
+    },
+    "5451": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+    },
+    "5455": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.66 to -0.68 to -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., from 0.06 to 1.38), followed by a downward drift (e.g., from 1.38 to -0.28), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns, particularly in the later part of the series, deviating from the original linear or",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.66 to -0.68 to -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., from 0.06 to 1.38), followed by a downward drift (e.g., from 1.38 to -0.28), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns, particularly in the later part of the series, deviating from the original linear or"
+    },
+    "5459": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden and significant deviation into negative values starting at index 30. This abrupt transition disrupts the flatline pattern and introduces a new pattern of fluctuating values, indicating a nonlinear change in the sequence. The original flatline is broken and a new pattern emerges.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden and significant deviation into negative values starting at index 30. This abrupt transition disrupts the flatline pattern and introduces a new pattern of fluctuating values, indicating a nonlinear change in the sequence. The original flatline is broken and a new pattern emerges.\nActionID: 14"
+    },
+    "5463": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5467": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.14, 0.38, 0.66, -0.92, -1.58), which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors points to a complex anomaly in the ECG signal",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.14, 0.38, 0.66, -0.92, -1.58), which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors points to a complex anomaly in the ECG signal"
+    },
+    "5471": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "5475": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 78 (value 0.28) and a sharp drop at index 79 (value -0.78). This is followed by a recovery and a nonlinear pattern of growth and fluctuation. The sequence also shows irregular fluctuations and deviations from the expected ECG pattern, indicating a disruption in the normal rhythm. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 78 (value 0.28) and a sharp drop at index 79 (value -0.78). This is followed by a recovery and a nonlinear pattern of growth and fluctuation. The sequence also shows irregular fluctuations and deviations from the expected ECG pattern, indicating a disruption in the normal rhythm. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5479": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop and irregular fluctuations. Around index 49, there is a significant spike (0.62) followed by a sharp drop (-0.44, -0.72), indicating sudden spikes and drops. Later, starting at index 115, there is a nonlinear growth pattern (e.g., 0.99, 1.62, 2.",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop and irregular fluctuations. Around index 49, there is a significant spike (0.62) followed by a sharp drop (-0.44, -0.72), indicating sudden spikes and drops. Later, starting at index 115, there is a nonlinear growth pattern (e.g., 0.99, 1.62, 2.",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5483": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 27 (value 1261.06), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range, indicating a temporary anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 (value 1261.06), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range, indicating a temporary anomaly.\nActionID: 12"
+    },
+    "5487": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.08). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.66, -0.68, -1.08). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+    },
+    "5491": {
+        "Thought": "The time series exhibits a sudden and significant spike in values around indices 74-77 (0.2, 0.66, 1.06, 0.91), which deviates sharply from the surrounding data. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. Such behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike in values around indices 74-77 (0.2, 0.66, 1.06, 0.91), which deviates sharply from the surrounding data. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. Such behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5495": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.23, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.23, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "5499": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "5503": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5507": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 96 (value 0.21) and a subsequent extreme drop at index 97 (value -1.08), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 96 (value 0.21) and a subsequent extreme drop at index 97 (value -1.08), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5511": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5515": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+    },
+    "5519": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 15 (value 40.21), which deviates sharply from the surrounding values that generally range between 28 and 34. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 15 (value 40.21), which deviates sharply from the surrounding values that generally range between 28 and 34. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5523": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "5527": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly.\nActionID: 11"
+    },
+    "5531": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 24 (value 1385.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 24 (value 1385.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "5535": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.6, 1.3, 2.11, 2.42, 2.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.6, 1.3, 2.11, 2.42, 2.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "5539": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 24, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 56, there is a significant and abrupt change in the statistical properties of the sequence, with a sharp drop to extreme negative values, which suggests a Change Point Anomaly. Finally, the sequence transitions into a nonlinear growth pattern starting at index 112, deviating from the original trend, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 24, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 56, there is a significant and abrupt change in the statistical properties of the sequence, with a sharp drop to extreme negative values, which suggests a Change Point Anomaly. Finally, the sequence transitions into a nonlinear growth pattern starting at index 112, deviating from the original trend, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG"
+    },
+    "5543": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline of zeros starting at index 16, disrupting the normal fluctuations. Afterward, the sequence resumes with irregular fluctuations and a sudden spike at index 39 (value 1.0). These patterns indicate a combination of drift, sudden flatline, and sudden spike anomalies. However, the most prominent anomaly is the sudden flatline, as it significantly disrupts the sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline of zeros starting at index 16, disrupting the normal fluctuations. Afterward, the sequence resumes with irregular fluctuations and a sudden spike at index 39 (value 1.0). These patterns indicate a combination of drift, sudden flatline, and sudden spike anomalies. However, the most prominent anomaly is the sudden flatline, as it significantly disrupts the sequence.\nActionID: 10"
+    },
+    "5547": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+    },
+    "5551": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.68). Later, there is a nonlinear pattern with exponential growth (e.g., 0.68 to 2.81) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.68). Later, there is a nonlinear pattern with exponential growth (e.g., 0.68 to 2.81) and subsequent decay. These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+    },
+    "5555": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.7 to 3.68) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern change due to the exponential-like growth and subsequent irregular",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.7 to 3.68) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern change due to the exponential-like growth and subsequent irregular"
+    },
+    "5560": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 200 to 250. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 200 to 250. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5564": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there is a sudden and significant deviation at index 29, where the value jumps to 1.266. This isolated spike disrupts the otherwise flat pattern.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there is a sudden and significant deviation at index 29, where the value jumps to 1.266. This isolated spike disrupts the otherwise flat pattern.\nActionID: 1"
+    },
+    "5568": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.96, 2.29, 2.51) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.96, 2.29, 2.51) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "5572": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 10.0), which disrupts the sequence. Afterward, there is a sharp increase in values, peaking at index 29 (value 30.0), and then a nonlinear pattern emerges with exponential-like growth from index 30 to 36. Finally, the sequence transitions into a steep decline, indicating a nonlinear pattern anomaly. These combined behaviors suggest a significant deviation from the expected machine-system behavior.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 10.0), which disrupts the sequence. Afterward, there is a sharp increase in values, peaking at index 29 (value 30.0), and then a nonlinear pattern emerges with exponential-like growth from index 30 to 36. Finally, the sequence transitions into a steep decline, indicating a nonlinear pattern anomaly. These combined behaviors suggest a significant deviation from the expected machine-system behavior.\nActionID: 14"
+    },
+    "5576": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 21 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5580": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.31, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.31, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+    },
+    "5584": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 15 (0.28) and index 16 (0.46), followed by a sharp drop at index 17 (-0.38) and index 18 (-1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 80-90 (e.g., 0.28, 0.51, 0.68, 0.84, 0.96, 1.08, 1.28",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 15 (0.28) and index 16 (0.46), followed by a sharp drop at index 17 (-0.38) and index 18 (-1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 80-90 (e.g., 0.28, 0.51, 0.68, 0.84, 0.96, 1.08, 1.28"
+    },
+    "5588": {
+        "Thought": "The value 12952.0 at index 10 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 12952.0 at index 10 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+    },
+    "5592": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 18, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 18, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+    },
+    "5596": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations. The sequence does not follow a consistent linear or periodic pattern, and the changes in the data points suggest a nonlinear behavior. This is indicative of a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations. The sequence does not follow a consistent linear or periodic pattern, and the changes in the data points suggest a nonlinear behavior. This is indicative of a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "5600": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.\nActionID: 14"
+    },
+    "5604": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 20, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which is indicative of a Sudden Spike Anomaly. Additionally, starting from index 87, there is a significant upward drift in values (e.g., 0.94, 1.38, 1.68, 1.96, 2.11), followed by a gradual return to lower values, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic fluctuations.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 20, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which is indicative of a Sudden Spike Anomaly. Additionally, starting from index 87, there is a significant upward drift in values (e.g., 0.94, 1.38, 1.68, 1.96, 2.11), followed by a gradual return to lower values, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic fluctuations.\nActionID:"
+    },
+    "5608": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "5612": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5616": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5620": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows normal fluctuations, but starting around index 33, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. Notably, at index 49, there is a significant spike (5.11) that deviates drastically from the surrounding values. Additionally, the sequence transitions into a prolonged segment of elevated values (e.g., 5.11, 5.12, 5.13) before returning to a lower range, indicating a continuous segment anomaly. These patterns suggest a combination of sudden spikes and sustained deviations.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows normal fluctuations, but starting around index 33, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. Notably, at index 49, there is a significant spike (5.11) that deviates drastically from the surrounding values. Additionally, the sequence transitions into a prolonged segment of elevated values (e.g., 5.11, 5.12, 5.13) before returning to a lower range, indicating a continuous segment anomaly. These patterns suggest a combination of sudden spikes and sustained deviations.\nActionID: 13"
+    },
+    "5624": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5628": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5632": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.29, 2.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "5636": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden and extreme drop at index 96 (-1.28) and index 97 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the previous range. These sudden and extreme deviations are indicative of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden and extreme drop at index 96 (-1.28) and index 97 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the previous range. These sudden and extreme deviations are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5640": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 8 (0.28) and index 9 (0.46), followed by a sharp drop at index 10 (-0.38) and index 11 (-1.38), which disrupts the normal fluctuation pattern. Additionally, there is a nonlinear pattern of exponential growth starting around index 76 (0.76) and peaking at index 81 (2.11), followed by a gradual decline. These disruptions indicate a combination of sudden spikes and nonlinear pattern anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 8 (0.28) and index 9 (0.46), followed by a sharp drop at index 10 (-0.38) and index 11 (-1.38), which disrupts the normal fluctuation pattern. Additionally, there is a nonlinear pattern of exponential growth starting around index 76 (0.76) and peaking at index 81 (2.11), followed by a gradual decline. These disruptions indicate a combination of sudden spikes and nonlinear pattern anomalies.\nActionID: 12"
+    },
+    "5644": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5648": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline into negative values, and then a recovery with oscillations. This behavior suggests a nonlinear pattern that breaks the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline into negative values, and then a recovery with oscillations. This behavior suggests a nonlinear pattern that breaks the original linear rule.\nActionID: 14"
+    },
+    "5652": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at the last two data points (49.2 and 60.81), which are significantly higher than the preceding values that generally range between 28 and 35. This indicates a temporary disruption in the sequence, likely caused by an anomaly in the Server-IOPS domain.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at the last two data points (49.2 and 60.81), which are significantly higher than the preceding values that generally range between 28 and 35. This indicates a temporary disruption in the sequence, likely caused by an anomaly in the Server-IOPS domain.\nActionID: 12"
+    },
+    "5656": {
+        "Thought": "The value 52.9 at index 47 is a significant outlier compared to the surrounding values, which generally range between 28 and 34. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 52.9 at index 47 is a significant outlier compared to the surrounding values, which generally range between 28 and 34. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "5660": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 16, peaking at index 20, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 16, peaking at index 20, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "5664": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5668": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5672": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 17 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 17 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5676": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+    },
+    "5680": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden drops (e.g., 6.36 at index 37 and 6.3 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the expected pattern of the sequence, indicating a significant anomaly in the amplitude of the data points. The values exceed the normal upper and lower bounds, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden drops (e.g., 6.36 at index 37 and 6.3 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the expected pattern of the sequence, indicating a significant anomaly in the amplitude of the data points. The values exceed the normal upper and lower bounds, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "5684": {
+        "Thought": "The value 22.0 at index 16 is a significant outlier compared to the surrounding values, which generally range between 4.0 and 12.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 22.0 at index 16 is a significant outlier compared to the surrounding values, which generally range between 4.0 and 12.0. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "5688": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 52 (value 1.16) and a subsequent sharp increase to 1.36 at index 53. This is followed by a return to a lower range. The sequence also shows nonlinear growth in the latter part, deviating from the earlier trend. These patterns indicate a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the most prominent anomaly is the nonlinear growth in the latter part of the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 52 (value 1.16) and a subsequent sharp increase to 1.36 at index 53. This is followed by a return to a lower range. The sequence also shows nonlinear growth in the latter part, deviating from the earlier trend. These patterns indicate a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the most prominent anomaly is the nonlinear growth in the latter part of the sequence.\nActionID: 14"
+    },
+    "5692": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 27 (value 1357.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 27 (value 1357.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5696": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 26, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 26, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.\nActionID: 1"
+    },
+    "5700": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, -0.13). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is an extreme spike (0.52) followed by a sharp drop (-0.48, -0.68), which further supports the presence of Sudden Spike Anomalies. The sequence then stabilizes but later shows another significant drop at index",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, -0.13). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is an extreme spike (0.52) followed by a sharp drop (-0.48, -0.68), which further supports the presence of Sudden Spike Anomalies. The sequence then stabilizes but later shows another significant drop at index"
+    },
+    "5704": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "5708": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 90 to 97 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.38 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 90 to 97 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG"
+    },
+    "5712": {
+        "Thought": "The sequence exhibits a sudden and significant deviation at index 3, where the value (-200.0) is drastically different from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated point disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant deviation at index 3, where the value (-200.0) is drastically different from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated point disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "5716": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and other segments show erratic behavior. These disruptions suggest a significant deviation from the expected behavior of the sensor data, indicating a pattern change.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 16 to 20 and index 46 to 50), and other segments show erratic behavior. These disruptions suggest a significant deviation from the expected behavior of the sensor data, indicating a pattern change.\nActionID: 7"
+    },
+    "5720": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5724": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5728": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 37 and 0.26 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 37 and 0.26 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+    },
+    "5732": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a drastic drop to -1.2 and -1.56. These abrupt changes disrupt the normal pattern and indicate significant deviations in the sequence. Additionally, the sequence transitions back to a more stable pattern after these anomalies. This behavior is characteristic of sudden spikes and drops in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a drastic drop to -1.2 and -1.56. These abrupt changes disrupt the normal pattern and indicate significant deviations in the sequence. Additionally, the sequence transitions back to a more stable pattern after these anomalies. This behavior is characteristic of sudden spikes and drops in the data.\nActionID: 12"
+    },
+    "5736": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5740": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "5744": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5748": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.14, -0.16). This is indicative of a Sudden Spike Anomaly. Additionally, at index 39, there is a significant outlier (-0.52) followed by a recovery, which is another Sudden Spike Anomaly. Later, starting at index 96, there is a gradual upward drift in values, peaking at 0.26, followed by a downward dr",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.14, -0.16). This is indicative of a Sudden Spike Anomaly. Additionally, at index 39, there is a significant outlier (-0.52) followed by a recovery, which is another Sudden Spike Anomaly. Later, starting at index 96, there is a gradual upward drift in values, peaking at 0.26, followed by a downward dr"
+    },
+    "5752": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 51, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 51, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "5756": {
+        "Thought": "The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "5760": {
+        "Thought": "The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 2.0 at index 1, 3.0 at index 11, and 4.0 at index 23) and irregular fluctuations, disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 2.0 at index 1, 3.0 at index 11, and 4.0 at index 23) and irregular fluctuations, disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.\nActionID: 8"
+    },
+    "5764": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5768": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5772": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5776": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5780": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "5784": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5788": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "5792": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5796": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5800": {
+        "Thought": "The sequence contains isolated high values (e.g., 1.0, 2.0, 3.0) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or periodic pattern, making them sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains isolated high values (e.g., 1.0, 2.0, 3.0) that appear sporadically in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated spikes are not part of a consistent trend or periodic pattern, making them sporadic anomalies.\nActionID: 8"
+    },
+    "5804": {
+        "Thought": "The sequence exhibits a sudden spike at index 19 (value 0.24) and index 20 (value 0.26), which are significantly higher than the surrounding values that generally range between 0.02 and 0.1. These spikes disrupt the normal fluctuation pattern temporarily before returning to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 19 (value 0.24) and index 20 (value 0.26), which are significantly higher than the surrounding values that generally range between 0.02 and 0.1. These spikes disrupt the normal fluctuation pattern temporarily before returning to the normal range.\nActionID: 12"
+    },
+    "5808": {
+        "Thought": "The time series starts with a segment of repeated values (12.36) from index 3 to 7, which disrupts the normal fluctuation pattern. This is followed by a gradual decline in values, indicating a potential drift or change in the statistical properties of the sequence. The repeated values at the beginning are a clear anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series starts with a segment of repeated values (12.36) from index 3 to 7, which disrupts the normal fluctuation pattern. This is followed by a gradual decline in values, indicating a potential drift or change in the statistical properties of the sequence. The repeated values at the beginning are a clear anomaly.\nActionID: 9"
+    },
+    "5812": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "5816": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 27 (value 153.01), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 (value 153.01), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+    },
+    "5820": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily increase, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the system's behavior.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily increase, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the system's behavior.\nActionID: 11"
+    },
+    "5824": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 135.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 135.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5828": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "5832": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5836": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5840": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5844": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.28). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a nonlinear increase, deviating from the original pattern, indicating a Nonlinear Pattern Anomaly. The overall sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant dis",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.28). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a nonlinear increase, deviating from the original pattern, indicating a Nonlinear Pattern Anomaly. The overall sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant dis"
+    },
+    "5848": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 10.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a highly irregular pattern with large fluctuations, including a sharp drop at index 33 (value -10.0) and subsequent recovery. This indicates a combination of a Sudden Spike Anomaly and a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike at index 29.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 10.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a highly irregular pattern with large fluctuations, including a sharp drop at index 33 (value -10.0) and subsequent recovery. This indicates a combination of a Sudden Spike Anomaly and a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike at index 29.\nActionID: 12"
+    },
+    "5852": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the segment around index 20-30 where the amplitude decreases significantly and the pattern becomes irregular. This indicates a disruption in the original periodic pattern.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the segment around index 20-30 where the amplitude decreases significantly and the pattern becomes irregular. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+    },
+    "5856": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.21. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.21. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+    },
+    "5860": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5864": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5868": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 49 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 49.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 49 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 49.\nActionID: 12"
+    },
+    "5872": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "5876": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.12, 0.15, 0.18, 0.22, 0.24, 0.27, 0.31, 0.34, 0",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.12, 0.15, 0.18, 0.22, 0.24, 0.27, 0.31, 0.34, 0"
+    },
+    "5880": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5884": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "5888": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5892": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "5896": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 13 (value 40.91), which deviates sharply from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 13 (value 40.91), which deviates sharply from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5900": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "5904": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.\nActionID: 4"
+    },
+    "5908": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5912": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5916": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5920": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.4, 4.21) starting around index 115, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.4, 4.21) starting around index 115, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG"
+    },
+    "5924": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.21 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 86 to 93 shows a significant upward drift, peaking at 2.02, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable one, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain, these anom",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.21 and -1.46, indicating a Sudden Spike Anomaly. Additionally, the segment from index 86 to 93 shows a significant upward drift, peaking at 2.02, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable one, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain, these anom"
+    },
+    "5928": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "5932": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 55, there is a significant spike (0.52) followed by a sharp drop (-0.42, -0.68), which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies. The sequence then returns to a more stable pattern, but the earlier disru",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a sudden disruption. Additionally, at index 55, there is a significant spike (0.52) followed by a sharp drop (-0.42, -0.68), which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden Spike Anomalies. The sequence then returns to a more stable pattern, but the earlier disru",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5936": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "5940": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the sequence does not return to its original range and continues to drift lower. This behavior is characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the sequence does not return to its original range and continues to drift lower. This behavior is characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5944": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 100",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 100"
+    },
+    "5948": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 39, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 39, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.\nActionID: 10"
+    },
+    "5952": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the normal level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "5956": {
+        "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of signal or sensor failure, which is characteristic of a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of signal or sensor failure, which is characteristic of a sudden flatline anomaly.\nActionID: 10"
+    },
+    "5960": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5964": {
+        "Thought": "The time series exhibits a sudden and significant deviation in amplitude at index 86, where the value spikes to 0.68, followed by a sharp drop to -0.38 and -0.68. This behavior is inconsistent with the surrounding pattern, which generally fluctuates within a smaller range. The spike and subsequent drop are indicative of a sudden disruption in the sequence, likely caused by an anomaly in the ECG signal. This is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at index 86, where the value spikes to 0.68, followed by a sharp drop to -0.38 and -0.68. This behavior is inconsistent with the surrounding pattern, which generally fluctuates within a smaller range. The spike and subsequent drop are indicative of a sudden disruption in the sequence, likely caused by an anomaly in the ECG signal. This is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5968": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5972": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e."
+    },
+    "5976": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0"
+    },
+    "5980": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 51, there is a significant spike (0.62) followed by a sharp drop (-0.48 and -1.11), indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 60 to 80) and then a downward drift (e.g., from index 90 to 100), suggesting a drift anomaly. The presence of",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 51, there is a significant spike (0.62) followed by a sharp drop (-0.48 and -1.11), indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 60 to 80) and then a downward drift (e.g., from index 90 to 100), suggesting a drift anomaly. The presence of"
+    },
+    "5984": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5988": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values remain consistent with expected sensor readings, and no anomalies such as spikes, flatlines, or distributional changes are observed. This sequence appears to follow a normal environmental sensor behavior.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values remain consistent with expected sensor readings, and no anomalies such as spikes, flatlines, or distributional changes are observed. This sequence appears to follow a normal environmental sensor behavior.\nActionID: 0"
+    },
+    "5992": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5996": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.68, -1.04, -1.02), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate drastically and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.68, -1.04, -1.02), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate drastically and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+    },
+    "6000": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "6004": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "6008": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -1.11 and -1.53. These abrupt changes disrupt the sequence and indicate sudden spikes and drops in the data. Additionally, the sequence later exhibits a nonlinear growth pattern, deviating from the earlier trend. This combination of sudden spikes and nonlinear growth suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -1.11 and -1.53. These abrupt changes disrupt the sequence and indicate sudden spikes and drops in the data. Additionally, the sequence later exhibits a nonlinear growth pattern, deviating from the earlier trend. This combination of sudden spikes and nonlinear growth suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "6012": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "6016": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike in values (e.g., 0.12, 0.08, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 63, there is an extreme outlier (-1.48), followed by a recovery and a gradual upward drift. This indicates a combination of sudden spikes, amplitude anomalies, and drift anomalies. The extreme outlier (-1.48) is particularly significant in the context",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike in values (e.g., 0.12, 0.08, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 63, there is an extreme outlier (-1.48), followed by a recovery and a gradual upward drift. This indicates a combination of sudden spikes, amplitude anomalies, and drift anomalies. The extreme outlier (-1.48) is particularly significant in the context",
+        "ParseError": "unrecognized_action_id"
+    },
+    "6020": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "6024": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "6028": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.06) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.06) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+    },
+    "6032": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 24 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 24 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "6036": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "6040": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "6044": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    }
+}
\ No newline at end of file
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.rank2.json b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.rank2.json
new file mode 100644
index 0000000000000000000000000000000000000000..ede134b920c5277d7b7f8a68063ffa8aff9192ce
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.rank2.json
@@ -0,0 +1,10532 @@
+{
+    "2": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "6": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "10": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.25, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.25, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "14": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.32, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.32, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.74, 0.88, 1.04, 1.28, 1.48, 1."
+    },
+    "18": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "22": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "26": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 3, where the value (-120.5) is drastically different from the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 3, where the value (-120.5) is drastically different from the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.\nActionID: 4"
+    },
+    "30": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "34": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.06, 1.48, 1.88, 2.08, 2.38) starting around index 112, which deviates from the earlier trend, indicating",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.06, 1.48, 1.88, 2.08, 2.38) starting around index 112, which deviates from the earlier trend, indicating"
+    },
+    "38": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 27 (value 0.24) and a significant drop at index 28 (value -0.24). This is followed by a sharp drop to -0.5 at index 29 and a further drop to -1.0 at index 30, indicating a sudden and extreme deviation from the normal range. The sequence then recovers and stabilizes, but the sharp drop and recovery suggest a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 27 (value 0.24) and a significant drop at index 28 (value -0.24). This is followed by a sharp drop to -0.5 at index 29 and a further drop to -1.0 at index 30, indicating a sudden and extreme deviation from the normal range. The sequence then recovers and stabilizes, but the sharp drop and recovery suggest a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "42": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "46": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.22, 0.52, 0.82, 1.0, 1.32, 1.56, 1.78, 2.01), followed by a gradual downward drift (e.g., -0.05, -0.1, -0.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.22, 0.52, 0.82, 1.0, 1.32, 1.56, 1.78, 2.01), followed by a gradual downward drift (e.g., -0.05, -0.1, -0."
+    },
+    "50": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "54": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "58": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-2279.38) deviates sharply from the surrounding values, which are in the range of approximately -2500 to -2700. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-2279.38) deviates sharply from the surrounding values, which are in the range of approximately -2500 to -2700. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "62": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "66": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "70": {
+        "Thought": "The time series exhibits a sudden and significant drop in values starting at index 10, where the sequence transitions from a relatively stable range (around 1200-1300) to a much lower range (around 900-1000). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the traffic flow.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values starting at index 10, where the sequence transitions from a relatively stable range (around 1200-1300) to a much lower range (around 900-1000). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the traffic flow.\nActionID: 4"
+    },
+    "74": {
+        "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "78": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 83 (-1.08) and index 84 (-1.21), which significantly deviates from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. Such behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 83 (-1.08) and index 84 (-1.21), which significantly deviates from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. Such behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "82": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1977.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1977.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.\nActionID: 1"
+    },
+    "86": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 87 (-1.18) and index 88 (-1.38), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 87 (-1.18) and index 88 (-1.38), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "90": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.58 to -1.11), followed by a recovery to a stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.22), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.58 to -1.11), followed by a recovery to a stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.22), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the"
+    },
+    "94": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp and nonlinear increase in values, peaking at index 23. This is followed by a nonlinear decrease and fluctuation, with values eventually stabilizing at a lower range. The sequence does not follow a consistent linear or periodic pattern, indicating a nonlinear behavior.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp and nonlinear increase in values, peaking at index 23. This is followed by a nonlinear decrease and fluctuation, with values eventually stabilizing at a lower range. The sequence does not follow a consistent linear or periodic pattern, indicating a nonlinear behavior.\nActionID: 14"
+    },
+    "98": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+    },
+    "102": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Finally, the sequence transitions into a gradual upward drift starting around index 54, indicating a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disruptions in the ECG signal",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Finally, the sequence transitions into a gradual upward drift starting around index 54, indicating a Drift Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disruptions in the ECG signal"
+    },
+    "107": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is consistent over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is consistent over time.\nActionID: 11"
+    },
+    "111": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there is a sudden spike and drop, with values deviating significantly from the flatline pattern. This combination of a flatline and a sudden spike suggests a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the dominant anomaly in this context.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there is a sudden spike and drop, with values deviating significantly from the flatline pattern. This combination of a flatline and a sudden spike suggests a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the dominant anomaly in this context.\nActionID: 10"
+    },
+    "115": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0",
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0",
+        "ParseError": "unrecognized_action_id"
+    },
+    "119": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 92 (value 0.52), followed by a sharp drop to -0.4 and -0.66, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could also suggest a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike and drop.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 92 (value 0.52), followed by a sharp drop to -0.4 and -0.66, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could also suggest a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+    },
+    "123": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "127": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 8 to 11, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.23, -0.92, -0.78). This abrupt change disrupts the statistical properties of the sequence, indicating a potential anomaly in the ECG signal. Additionally, the sequence later returns to a more stable range, suggesting a localized disruption. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 8 to 11, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.23, -0.92, -0.78). This abrupt change disrupts the statistical properties of the sequence, indicating a potential anomaly in the ECG signal. Additionally, the sequence later returns to a more stable range, suggesting a localized disruption. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "131": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 59 (value 50.21), which deviates sharply from the surrounding values that generally range between 33 and 42. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 59 (value 50.21), which deviates sharply from the surrounding values that generally range between 33 and 42. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "135": {
+        "Thought": "The time series exhibits a periodic pattern with alternating positive and negative values, but there are disruptions in the periodicity. For example, the sequence transitions from a positive trend to a negative trend at index 10, and the amplitude of the negative values decreases over time, indicating a disruption in the original periodic pattern. This suggests a periodic change anomaly.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with alternating positive and negative values, but there are disruptions in the periodicity. For example, the sequence transitions from a positive trend to a negative trend at index 10, and the amplitude of the negative values decreases over time, indicating a disruption in the original periodic pattern. This suggests a periodic change anomaly.\nActionID: 2"
+    },
+    "139": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 41, there is a sudden and significant increase in values, peaking at 5.5. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 41, there is a sudden and significant increase in values, peaking at 5.5. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "143": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 30, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 46, there is an extreme outlier (-1.0), followed by a significant drop to -1.01 and -1.02, indicating a sudden and extreme deviation from the normal range. This is followed by a recovery to positive values, but the sequence remains highly irregular. The presence of these",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 30, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 46, there is an extreme outlier (-1.0), followed by a significant drop to -1.01 and -1.02, indicating a sudden and extreme deviation from the normal range. This is followed by a recovery to positive values, but the sequence remains highly irregular. The presence of these",
+        "ParseError": "unrecognized_action_id"
+    },
+    "147": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "151": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 84, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 84, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "155": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "159": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "163": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.96, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.96, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a"
+    },
+    "167": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+    },
+    "171": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "175": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 23 (-1437.98), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23 (-1437.98), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "179": {
+        "Thought": "The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 11-13 and 23-25) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal sensor readings, indicating a disruption in the expected behavior of the sensor. This pattern suggests repeated occurrences of flatline behavior.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 11-13 and 23-25) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal sensor readings, indicating a disruption in the expected behavior of the sensor. This pattern suggests repeated occurrences of flatline behavior.\nActionID: 9"
+    },
+    "183": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "187": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "191": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend with periodic rises and falls, indicating normal behavior for the given domain of Server-YAHOO.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend with periodic rises and falls, indicating normal behavior for the given domain of Server-YAHOO.\nActionID: 0"
+    },
+    "195": {
+        "Thought": "The sequence exhibits a sudden spike at index 10 (value 0.24) and index 11 (value 0.26), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 10 (value 0.24) and index 11 (value 0.26), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+    },
+    "199": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "203": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "207": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 23 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 23 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+    },
+    "211": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "215": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "219": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.4, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.4, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "223": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.22, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.22, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "227": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a progressive deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a progressive deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "231": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "235": {
+        "Thought": "The sequence exhibits a sudden and significant spike in values at indices 48-50 (1.0, 1.0, 1.0), which deviate sharply from the surrounding values that generally range between 0.05 and 0.1. This disruption is temporary, as the sequence returns to its normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values at indices 48-50 (1.0, 1.0, 1.0), which deviate sharply from the surrounding values that generally range between 0.05 and 0.1. This disruption is temporary, as the sequence returns to its normal range immediately after.\nActionID: 12"
+    },
+    "239": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 68, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.72, -0.73) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows some irregular fluctuations in the later part, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 68, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.72, -0.73) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows some irregular fluctuations in the later part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "243": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "247": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "251": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "255": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 85, there is a significant upward drift in values, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 85-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 85, there is a significant upward drift in values, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 85-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "259": {
+        "Thought": "The value 12652.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 12652.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+    },
+    "263": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "267": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16, -0.18). This indicates a Sudden Spike Anomaly. Additionally, at index 87, there is a significant nonlinear increase in values (0.62, 1.32, 1.68, 2.06, 2.21), followed by a return to a decreasing trend, which suggests a Nonlinear Pattern Anomaly. The sequence",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16, -0.18). This indicates a Sudden Spike Anomaly. Additionally, at index 87, there is a significant nonlinear increase in values (0.62, 1.32, 1.68, 2.06, 2.21), followed by a return to a decreasing trend, which suggests a Nonlinear Pattern Anomaly. The sequence"
+    },
+    "271": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden drops (e.g., -1.0, -1.1, -1.2, -1.3) and spikes (e.g., 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3.0), which deviate significantly from the",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden drops (e.g., -1.0, -1.1, -1.2, -1.3) and spikes (e.g., 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3.0), which deviate significantly from the"
+    },
+    "275": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "279": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.27, 0.66, -0.68, -1.09). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.27, 0.66, -0.68, -1.09). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+    },
+    "283": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.78, -0.76, -0.68). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.78, -0.76, -0.68). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+    },
+    "287": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.68, -1.72). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.3, 0.42, 0.52, 0.62, 0.72, 0.82, 0.92,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.68, -1.72). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.3, 0.42, 0.52, 0.62, 0.72, 0.82, 0.92,"
+    },
+    "291": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "295": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12810.44) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12810.44) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "299": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "303": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "307": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "311": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "315": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.91, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.91, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "319": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "323": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.18,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.18,"
+    },
+    "327": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "331": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 30, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 30, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.\nActionID: 4"
+    },
+    "335": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.48), indicating a sudden spike anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (4.01), followed by a gradual decline, which suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 68 to 74, indicating a nonlinear pattern anom",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.48), indicating a sudden spike anomaly. Later, starting around index 68, there is a significant upward drift in values, peaking at index 74 (4.01), followed by a gradual decline, which suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 68 to 74, indicating a nonlinear pattern anom"
+    },
+    "339": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 43, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the time series. After this drop, the sequence resumes with values that are lower than the initial range, but the flatline at index 43 is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 43, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the time series. After this drop, the sequence resumes with values that are lower than the initial range, but the flatline at index 43 is the most prominent anomaly.\nActionID: 10"
+    },
+    "343": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "347": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "351": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "355": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "359": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 59 to 63, where the values plummet to -1.24, -1.51, -1.0, -0.7, and -0.52, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 59 to 63, where the values plummet to -1.24, -1.51, -1.0, -0.7, and -0.52, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "363": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 74, where the values drop sharply to -1.21 and -1.41, followed by a recovery to the previous range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the later part, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 74, where the values drop sharply to -1.21 and -1.41, followed by a recovery to the previous range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the later part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "367": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "371": {
+        "Thought": "The sequence exhibits a sudden flatline at index 23 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuations of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 23 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuations of the time series.\nActionID: 10"
+    },
+    "375": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-1255.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-1255.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "379": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+    },
+    "383": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "388": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1395.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1395.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "392": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "396": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "400": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "404": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+    },
+    "408": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 23 (value 1335.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 23 (value 1335.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "412": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.72, 0.88, 1.08, 1.36) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.72, 0.88, 1.08, 1.36) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "416": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently increase over time, deviating from the original level, which is indicative of a drift anomaly. This behavior is consistent with machine-system domains where gradual degradation or drift in performance may occur.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently increase over time, deviating from the original level, which is indicative of a drift anomaly. This behavior is consistent with machine-system domains where gradual degradation or drift in performance may occur.\nActionID: 11"
+    },
+    "420": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "424": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.\nActionID: 0"
+    },
+    "428": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.08). This indicates a sudden spike anomaly. Additionally, there is a nonlinear pattern anomaly starting around index 76, where the values exhibit exponential growth (e.g., 0.74, 1.0, 1.38, 1.68, 1.96). These disruptions deviate significantly from the expected ECG pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.08). This indicates a sudden spike anomaly. Additionally, there is a nonlinear pattern anomaly starting around index 76, where the values exhibit exponential growth (e.g., 0.74, 1.0, 1.38, 1.68, 1.96). These disruptions deviate significantly from the expected ECG pattern.\nActionID: 12"
+    },
+    "432": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 24 (value 1365.06), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 24 (value 1365.06), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "436": {
+        "Thought": "The value 13552.0 at index 10 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 13552.0 at index 10 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+    },
+    "440": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "444": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.56 to -0.48 to -1.1), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.06 to 1.38) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.56 to -0.48 to -1.1), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.06 to 1.38) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+    },
+    "448": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.206 at index 11 and 0.207 at index 27) and abrupt drops (e.g., 0.136 at index 13 and 0.137 at index 14). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not exhibit a consistent trend or pattern, but the primary anomaly type is the sudden spikes.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.206 at index 11 and 0.207 at index 27) and abrupt drops (e.g., 0.136 at index 13 and 0.137 at index 14). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not exhibit a consistent trend or pattern, but the primary anomaly type is the sudden spikes.\nActionID: 12"
+    },
+    "452": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "456": {
+        "Thought": "The sequence initially exhibits a downward trend, followed by a sudden and significant spike at index 15 (value 10.0), which deviates sharply from the surrounding values. After the spike, the sequence resumes its downward trend, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a downward trend, followed by a sudden and significant spike at index 15 (value 10.0), which deviates sharply from the surrounding values. After the spike, the sequence resumes its downward trend, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "460": {
+        "Thought": "The sequence initially shows a gradual upward trend, followed by a sudden flatline at 0.04 from index 16 to 20, disrupting the normal fluctuations. Afterward, the sequence resumes with a downward trend, but the flatline segment is a clear anomaly. This behavior indicates a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual upward trend, followed by a sudden flatline at 0.04 from index 16 to 20, disrupting the normal fluctuations. Afterward, the sequence resumes with a downward trend, but the flatline segment is a clear anomaly. This behavior indicates a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "464": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "468": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1232.35 to -1435.11, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1232.35 to -1435.11, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "472": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "476": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 70 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 70 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "480": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "484": {
+        "Thought": "The time series initially shows a gradual decrease in values, followed by a sudden and sharp drop starting at index 10, where the values drop from around 1.3 to 0.6. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence. After this drop, the values stabilize at a lower range, suggesting a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual decrease in values, followed by a sudden and sharp drop starting at index 10, where the values drop from around 1.3 to 0.6. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence. After this drop, the values stabilize at a lower range, suggesting a change point anomaly.\nActionID: 4"
+    },
+    "488": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "492": {
+        "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+    },
+    "496": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a negative range, then transition into a positive range with a sharp increase, followed by a gradual decline. This behavior suggests a nonlinear pattern that breaks the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a negative range, then transition into a positive range with a sharp increase, followed by a gradual decline. This behavior suggests a nonlinear pattern that breaks the original linear rule.\nActionID: 14"
+    },
+    "500": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 96 (0.28) and the sharp drop at index 97 (-0.38), which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 96 (0.28) and the sharp drop at index 97 (-0.38), which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.\nActionID: 12"
+    },
+    "504": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.11, followed by a return to the normal range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.11, followed by a return to the normal range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+    },
+    "508": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+    },
+    "512": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.08 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.08 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "516": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "520": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "524": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "528": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.01, 2.28, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.01, 2.28, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "532": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 15 (value 1600.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 15 (value 1600.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "536": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "540": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a reasonable range, but starting at index 16, there is a sudden drop to 0.0, followed by a flatline of zeros. This indicates a Sudden Flatline Anomaly. Additionally, at index 23, there is a significant drop to -1.0, which deviates sharply from the surrounding values, indicating an Amplitude Anomaly. The sequence then returns to a fluctuating pattern, but the flatline and sharp drop disrupt the normal behavior of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a reasonable range, but starting at index 16, there is a sudden drop to 0.0, followed by a flatline of zeros. This indicates a Sudden Flatline Anomaly. Additionally, at index 23, there is a significant drop to -1.0, which deviates sharply from the surrounding values, indicating an Amplitude Anomaly. The sequence then returns to a fluctuating pattern, but the flatline and sharp drop disrupt the normal behavior of the time series.\nActionID: 10"
+    },
+    "544": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 19, there is a noticeable downward shift in the values, with a new range forming around 28-33. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 19, there is a noticeable downward shift in the values, with a new range forming around 28-33. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "548": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "552": {
+        "Thought": "The time series initially fluctuates around a higher range (approximately 40-50) but then exhibits a significant and abrupt drop starting at index 10, where the values stabilize at a much lower range (approximately 25-30). This indicates a sudden and sustained change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 40-50) but then exhibits a significant and abrupt drop starting at index 10, where the values stabilize at a much lower range (approximately 25-30). This indicates a sudden and sustained change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "556": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 24 (-1.28) and index 25 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 24 (-1.28) and index 25 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "561": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "565": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "569": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "573": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "577": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.3, 1.96, 2.42, 2.72) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.3, 1.96, 2.42, 2.72) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "581": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "585": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "589": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "593": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "597": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 40 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 40 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "601": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "605": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.38, followed by a significant drop to -0.78 and -0.83. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.38, followed by a significant drop to -0.78 and -0.83. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+    },
+    "609": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "613": {
+        "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.63) followed by a steep drop (-0.79, -1.59). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.63) followed by a steep drop (-0.79, -1.59). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "617": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.01, 2.28) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.01, 2.28) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "621": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and 40-45), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "625": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.59, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.91, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.59, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.91, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "629": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not exhibit a consistent trend or periodicity, and the fluctuations appear to follow a natural and expected pattern for IoT-utilization data. There are no significant deviations, disruptions, or anomalies in the sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not exhibit a consistent trend or periodicity, and the fluctuations appear to follow a natural and expected pattern for IoT-utilization data. There are no significant deviations, disruptions, or anomalies in the sequence.\nActionID: 0"
+    },
+    "633": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.32, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 2.01, 2.46) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.32, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 2.01, 2.46) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a"
+    },
+    "637": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.5, 2.42, 3.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.5, 2.42, 3.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+    },
+    "641": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1285.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1285.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+    },
+    "645": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.23 to -1.31. These patterns suggest a combination of sudden spikes and continuous segment anomalies. However, the most prominent anomaly is the sudden extreme drops, which are characteristic of sudden spikes.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.23 to -1.31. These patterns suggest a combination of sudden spikes and continuous segment anomalies. However, the most prominent anomaly is the sudden extreme drops, which are characteristic of sudden spikes.\nActionID: 12"
+    },
+    "649": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 90,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 90,"
+    },
+    "653": {
+        "Thought": "The time series exhibits a gradual downward drift in values from the beginning, followed by a recovery and stabilization around a certain range. However, there are fluctuations and irregularities in the latter part of the sequence, particularly with a sudden drop and recovery around index 40-50. This suggests a gradual drift anomaly in the earlier part of the sequence, followed by a potential change in the statistical properties or pattern. The overall behavior indicates a significant deviation from a normal sequence.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values from the beginning, followed by a recovery and stabilization around a certain range. However, there are fluctuations and irregularities in the latter part of the sequence, particularly with a sudden drop and recovery around index 40-50. This suggests a gradual drift anomaly in the earlier part of the sequence, followed by a potential change in the statistical properties or pattern. The overall behavior indicates a significant deviation from a normal sequence.\nActionID: 11"
+    },
+    "657": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.2, 1.56, 1.92, 2.11, 2.38, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e."
+    },
+    "661": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value (-1255.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value (-1255.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "665": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 34, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 34, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "669": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a return to the baseline. Later, at index 55, there is a significant spike (0.22, 0.46, 0.62) followed by a sharp drop to -0.5 and -1.0, indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, with values increasing exponentially (e.g., 0.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a return to the baseline. Later, at index 55, there is a significant spike (0.22, 0.46, 0.62) followed by a sharp drop to -0.5 and -1.0, indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, with values increasing exponentially (e.g., 0."
+    },
+    "673": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 22 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "677": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "681": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 41, there is a sudden and significant increase in values, peaking at 7.5. This is followed by a gradual decline and stabilization at a lower range (approximately 2.5 to 3.0). The abrupt change in the statistical properties, particularly the mean and variance, indicates a clear shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 41, there is a sudden and significant increase in values, peaking at 7.5. This is followed by a gradual decline and stabilization at a lower range (approximately 2.5 to 3.0). The abrupt change in the statistical properties, particularly the mean and variance, indicates a clear shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "685": {
+        "Thought": "The sequence exhibits a sudden flatline at index 59 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 59 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "689": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11652.39) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11652.39) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "693": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.31, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.31, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "697": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values at index 43 (from 30.2 to 23.2), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 43 (from 30.2 to 23.2), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "701": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "705": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), which disrupts the normal fluctuation pattern. Additionally, there are nonlinear changes in the sequence, such as the exponential-like growth around indices 85-90 (e.g., 0.28, 0.51, 0.72, 0.84, 0.98, 1.08, 1.28, 1.4",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), which disrupts the normal fluctuation pattern. Additionally, there are nonlinear changes in the sequence, such as the exponential-like growth around indices 85-90 (e.g., 0.28, 0.51, 0.72, 0.84, 0.98, 1.08, 1.28, 1.4"
+    },
+    "709": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "713": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.5, 2.42, 3.11) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.5, 2.42, 3.11) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the"
+    },
+    "717": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 15, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "721": {
+        "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+    },
+    "725": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "729": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "733": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a nonlinear pattern that deviates from a linear trend. This indicates a significant deviation from the original linear or smooth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a nonlinear pattern that deviates from a linear trend. This indicates a significant deviation from the original linear or smooth pattern.\nActionID: 14"
+    },
+    "737": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "741": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 120-140). However, starting at index 33, there is a sudden and significant increase in values, peaking at 192.25, followed by a gradual decline and stabilization at a higher range (approximately 150-170). This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 120-140). However, starting at index 33, there is a sudden and significant increase in values, peaking at 192.25, followed by a gradual decline and stabilization at a higher range (approximately 150-170). This indicates a change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "745": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "749": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 50.21), which deviates sharply from the surrounding values that generally range between 33 and 42. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 50.21), which deviates sharply from the surrounding values that generally range between 33 and 42. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "753": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "757": {
+        "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of signal or sensor failure, which is characteristic of a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of signal or sensor failure, which is characteristic of a sudden flatline anomaly.\nActionID: 10"
+    },
+    "761": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.42, 2.96) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.42, 2.96) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "765": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "769": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 2 (1025.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 2 (1025.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "773": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -1.18 and -1.51. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.41, followed by a steep drop to -1.18 and -1.51. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "777": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 100, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 100, which deviates from the"
+    },
+    "781": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 21 and 22, where the values jump to 15151.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 and 22, where the values jump to 15151.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "785": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.68, 1.96) starting around index 96, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.68, 1.96) starting around index 96, which deviates from the earlier"
+    },
+    "789": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "793": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "797": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "801": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "805": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "809": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "813": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "817": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 70, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.48, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the sharp spike and drop are clear anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 70, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.48, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the sharp spike and drop are clear anomalies.\nActionID: 12"
+    },
+    "821": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.\nActionID: 14"
+    },
+    "825": {
+        "Thought": "The sequence exhibits a sudden spike at index 56 (value 0.28), which deviates significantly from the surrounding values that generally range between 0.04 and 0.1. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 56 (value 0.28), which deviates significantly from the surrounding values that generally range between 0.04 and 0.1. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "829": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "833": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 40, where the values increase exponentially. Additionally, there are repeated values (e.g., 1.0 at indices 33 and 34) and a sudden drop at index 41 (value 0.0). These patterns indicate a combination of drift, sudden spike, and nonlinear pattern anomalies.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 40, where the values increase exponentially. Additionally, there are repeated values (e.g., 1.0 at indices 33 and 34) and a sudden drop at index 41 (value 0.0). These patterns indicate a combination of drift, sudden spike, and nonlinear pattern anomalies.\nActionID: 14"
+    },
+    "837": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 1538.67), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 1538.67), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "841": {
+        "Thought": "The time series exhibits a sudden spike in values at index 4 (10.0) and index 11 (10.0), which are significantly higher than the surrounding values. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after. This behavior is characteristic of sudden and temporary disruptions in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden spike in values at index 4 (10.0) and index 11 (10.0), which are significantly higher than the surrounding values. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after. This behavior is characteristic of sudden and temporary disruptions in the sequence.\nActionID: 12"
+    },
+    "845": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "849": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "853": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern remains consistent and does not exhibit any significant deviations, disruptions, or irregularities. The fluctuations appear to be within a normal range for IoT-utilization data.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern remains consistent and does not exhibit any significant deviations, disruptions, or irregularities. The fluctuations appear to be within a normal range for IoT-utilization data.\nActionID: 0"
+    },
+    "857": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.08, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.22, -1.42). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.08, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.22, -1.42). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal."
+    },
+    "861": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.64), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nAction",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.64), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nAction"
+    },
+    "865": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "869": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.\nActionID: 3"
+    },
+    "873": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11651.44) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11651.44) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "878": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "882": {
+        "Thought": "The time series initially exhibits a stable pattern with small fluctuations around a baseline, but starting at index 90, there is a sudden and significant spike in values, reaching as high as 0.74. This is followed by a rapid return to the baseline, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly, which is often observed in ECG data due to transient events such as noise or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with small fluctuations around a baseline, but starting at index 90, there is a sudden and significant spike in values, reaching as high as 0.74. This is followed by a rapid return to the baseline, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly, which is often observed in ECG data due to transient events such as noise or artifacts.\nActionID: 12"
+    },
+    "886": {
+        "Thought": "The sequence exhibits a sudden and abrupt transition to a flatline of zeros starting at index 56, which disrupts the normal fluctuations observed earlier in the time series. This flatline persists for a significant duration, indicating a loss of normal sensor activity or a malfunction.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt transition to a flatline of zeros starting at index 56, which disrupts the normal fluctuations observed earlier in the time series. This flatline persists for a significant duration, indicating a loss of normal sensor activity or a malfunction.\nActionID: 10"
+    },
+    "890": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around indices 64 to 67, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around indices 64 to 67, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "894": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 13, the value 12.0 is a sudden spike that significantly deviates from the surrounding values. Additionally, at index 19, the value 17.0 is another sudden spike. These spikes are isolated and disrupt the normal fluctuation pattern of the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 13, the value 12.0 is a sudden spike that significantly deviates from the surrounding values. Additionally, at index 19, the value 17.0 is another sudden spike. These spikes are isolated and disrupt the normal fluctuation pattern of the sequence.\nActionID: 12"
+    },
+    "898": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 86, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.48, -0.72, -0.73), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 86, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.48, -0.72, -0.73), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.\nActionID: 12"
+    },
+    "902": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "906": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.46, 0.5, 0.62, 0.74, 0.82, 0.92, 1.08, 1.28, 1.44,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.46, 0.5, 0.62, 0.74, 0.82, 0.92, 1.08, 1.28, 1.44,"
+    },
+    "910": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at 1.24 for a short segment (from index 23 to 25), which disrupts the otherwise smooth trend. This repeated value anomaly is evident in the stabilization of the sequence.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at 1.24 for a short segment (from index 23 to 25), which disrupts the otherwise smooth trend. This repeated value anomaly is evident in the stabilization of the sequence.\nActionID: 9"
+    },
+    "914": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "918": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with environmental sensor data where drift may occur due to sensor calibration issues or environmental changes.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with environmental sensor data where drift may occur due to sensor calibration issues or environmental changes.\nActionID: 11"
+    },
+    "922": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "926": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.11, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.11), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.11, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.11), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "930": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "934": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "938": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1355.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1355.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "942": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "946": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "950": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "954": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "958": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, from index 96 onward, there is a significant upward drift in values, peaking at 3.81, followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, from index 96 onward, there is a significant upward drift in values, peaking at 3.81, followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given"
+    },
+    "962": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.01) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.01) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+    },
+    "966": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+    },
+    "970": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "974": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.08) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.08) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "978": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "982": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 16, there is a gradual and consistent downward drift in the values, reaching a low point around index 29. Afterward, the values begin to recover and fluctuate again, but the overall trend shows a clear deviation from the original stable range, indicating a gradual drift away from the normal level. This behavior is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 16, there is a gradual and consistent downward drift in the values, reaching a low point around index 29. Afterward, the values begin to recover and fluctuate again, but the overall trend shows a clear deviation from the original stable range, indicating a gradual drift away from the normal level. This behavior is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "986": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 40.25), which deviates sharply from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 40.25), which deviates sharply from the surrounding values that generally range between 28 and 33. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "990": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "994": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.28, 1.48, 1.68, 1.96, 2.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.0, 1.28, 1.48, 1.68, 1.96, 2."
+    },
+    "998": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.\nActionID: 0"
+    },
+    "1002": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1006": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "1010": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1014": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around a consistent range (approximately 30-35). However, starting at index 27, there is a noticeable upward shift in the values, with the sequence reaching higher levels (approximately 37-42). This indicates a significant change in the statistical properties, such as the mean and variance, suggesting an abrupt shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around a consistent range (approximately 30-35). However, starting at index 27, there is a noticeable upward shift in the values, with the sequence reaching higher levels (approximately 37-42). This indicates a significant change in the statistical properties, such as the mean and variance, suggesting an abrupt shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "1018": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 2.06, 2.48, 2.76) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 2.06, 2.48, 2.76) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also"
+    },
+    "1022": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1026": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 56 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 56.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 56 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 56.\nActionID: 12"
+    },
+    "1030": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "1034": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "1038": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 17 and 0.26 at index 59), abrupt drops (e.g., -0.02 at index 18 and -0.03 at index 58), and segments of fluctuating values that deviate from the expected pattern. These anomalies disrupt the normal behavior of the sequence, indicating a combination of sudden spikes and continuous deviations. However, the most prominent anomaly is the sudden spike at index 17, which stands out significantly from the surrounding values.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 17 and 0.26 at index 59), abrupt drops (e.g., -0.02 at index 18 and -0.03 at index 58), and segments of fluctuating values that deviate from the expected pattern. These anomalies disrupt the normal behavior of the sequence, indicating a combination of sudden spikes and continuous deviations. However, the most prominent anomaly is the sudden spike at index 17, which stands out significantly from the surrounding values.\nActionID: 12"
+    },
+    "1042": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1046": {
+        "Thought": "The sequence exhibits a sudden spike at index 53 (value 43.25), which significantly deviates from the surrounding values that generally range between 33 and 39. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 53 (value 43.25), which significantly deviates from the surrounding values that generally range between 33 and 39. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.\nActionID: 12"
+    },
+    "1050": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 41, there is a significant outlier (-1.11), followed by a recovery and a gradual upward drift. Later, starting around index 91, there is a nonlinear growth pattern, with values increasing exponentially before stabilizing and then declining. This sequence contains a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, with the most prominent being the nonlinear growth pattern.\nAction",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 41, there is a significant outlier (-1.11), followed by a recovery and a gradual upward drift. Later, starting around index 91, there is a nonlinear growth pattern, with values increasing exponentially before stabilizing and then declining. This sequence contains a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, with the most prominent being the nonlinear growth pattern.\nAction"
+    },
+    "1054": {
+        "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+    },
+    "1058": {
+        "Thought": "The sequence exhibits a gradual downward drift in values, starting from approximately 6.94 and decreasing to around 5.06. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, starting from approximately 6.94 and decreasing to around 5.06. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data.\nActionID: 11"
+    },
+    "1062": {
+        "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline at -0.01 from index 13 to 16, and then transitions into a fluctuating pattern with repeated values (e.g., -0.01, -0.02) disrupting the normal fluctuation pattern. This indicates a combination of anomalies, including a sudden flatline and repeated value anomalies. However, the repeated values dominate the latter part of the sequence, making it the primary anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline at -0.01 from index 13 to 16, and then transitions into a fluctuating pattern with repeated values (e.g., -0.01, -0.02) disrupting the normal fluctuation pattern. This indicates a combination of anomalies, including a sudden flatline and repeated value anomalies. However, the repeated values dominate the latter part of the sequence, making it the primary anomaly.\nActionID: 9"
+    },
+    "1066": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 19, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 19, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1070": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.4, -1.69, -1.11, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.4 to -1.11), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.4, -1.69, -1.11, -1.02) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.4 to -1.11), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "1074": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1078": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.42, 3.08, 3.48) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.42, 3.08, 3.48) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "1082": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "1086": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 87 (-1.18) and index 88 (-1.38), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 87 (-1.18) and index 88 (-1.38), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "1090": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 100.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The drift is not abrupt but rather progressive, which is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 100.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, suggesting a gradual drift in the system's behavior. The drift is not abrupt but rather progressive, which is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "1094": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 100 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 100 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1098": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, starting around 13.06 and decreasing to approximately 11.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data. The values do not return to the original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, starting around 13.06 and decreasing to approximately 11.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data. The values do not return to the original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "1102": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 39, there is a noticeable downward trend, with values gradually decreasing and stabilizing at a lower range (approximately 4.0 to 4.5). This indicates a gradual drift away from the original level, suggesting a systematic deviation over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 39, there is a noticeable downward trend, with values gradually decreasing and stabilizing at a lower range (approximately 4.0 to 4.5). This indicates a gradual drift away from the original level, suggesting a systematic deviation over time.\nActionID: 11"
+    },
+    "1106": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1110": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 30 and 36, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a sudden drop at index 56 (value 0.0). The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly between indices 30 and 36, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a sudden drop at index 56 (value 0.0). The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies.\nActionID: 14"
+    },
+    "1114": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop into negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.33) followed by a sharp drop (-0.33, -0.59), indicating sudden spikes and drops. Later, starting at index 100, there is a nonlinear growth pattern (e.g., 0.",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop into negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.33) followed by a sharp drop (-0.33, -0.59), indicating sudden spikes and drops. Later, starting at index 100, there is a nonlinear growth pattern (e.g., 0.",
+        "ParseError": "unrecognized_action_id"
+    },
+    "1118": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop at index 13 (from 1.0 to 0.88), which disrupts the overall pattern. After this drop, the sequence stabilizes at a lower range and exhibits fluctuations around a new level. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, at a specific point.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop at index 13 (from 1.0 to 0.88), which disrupts the overall pattern. After this drop, the sequence stabilizes at a lower range and exhibits fluctuations around a new level. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, at a specific point.\nActionID: 4"
+    },
+    "1122": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 46, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 46, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1126": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 at index 13, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 85 shows a significant upward drift, peaking at 2.52, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable pattern and back, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain,",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 at index 13, indicating a Sudden Spike Anomaly. Additionally, the segment from index 75 to 85 shows a significant upward drift, peaking at 2.52, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable pattern and back, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain,"
+    },
+    "1130": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 19 (value 50.21), which deviates sharply from the surrounding values that generally range between 30 and 37. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 19 (value 50.21), which deviates sharply from the surrounding values that generally range between 30 and 37. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1134": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1138": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.46), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.18), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 72 (0.76) and peaking at index 77 (2.31), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.46), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.18), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 72 (0.76) and peaking at index 77 (2.31), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.\nActionID: 14"
+    },
+    "1142": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 30, the sequence exhibits a sudden and significant drop in values, deviating from the previous trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 30, the sequence exhibits a sudden and significant drop in values, deviating from the previous trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+    },
+    "1146": {
+        "Thought": "The sequence exhibits a sudden and prolonged segment of repeated values (1285.0) from index 13 to 15, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged segment of repeated values (1285.0) from index 13 to 15, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "1150": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1154": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.062, 0.064, 0.066) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. These repeated values appear in clusters, breaking the expected variability of the sequence.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.062, 0.064, 0.066) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. These repeated values appear in clusters, breaking the expected variability of the sequence.\nActionID: 9"
+    },
+    "1158": {
+        "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.\nActionID: 4"
+    },
+    "1162": {
+        "Thought": "The value 40.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 25 and 30. This isolated spike deviates from the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 40.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 25 and 30. This isolated spike deviates from the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "1166": {
+        "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of variability in the sensor readings, which is characteristic of a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of variability in the sensor readings, which is characteristic of a sudden flatline anomaly.\nActionID: 10"
+    },
+    "1170": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1174": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1178": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1182": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.52, 1.76, 2.08) starting around index 100",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.52, 1.76, 2.08) starting around index 100"
+    },
+    "1186": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.04, 1.28, 1.48, 1.68, 1.88, 2",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.04, 1.28, 1.48, 1.68, 1.88, 2"
+    },
+    "1190": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1194": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 66-70, where the sequence transitions from a relatively stable range to extreme values such as 0.2, 0.46, -0.51, -1.11, and -1.01. This abrupt change disrupts the normal fluctuation pattern and indicates a sudden spike or drop in the data. Such behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 66-70, where the sequence transitions from a relatively stable range to extreme values such as 0.2, 0.46, -0.51, -1.11, and -1.01. This abrupt change disrupts the normal fluctuation pattern and indicates a sudden spike or drop in the data. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1198": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Non"
+    },
+    "1202": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1206": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1210": {
+        "Thought": "The value 50.27 at index 47 significantly deviates from the surrounding data points, which mostly range between 33 and 39. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.27 at index 47 significantly deviates from the surrounding data points, which mostly range between 33 and 39. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "1214": {
+        "Thought": "The sequence exhibits a sudden flatline at index 23 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 23 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "1218": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a"
+    },
+    "1222": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a narrow range, but starting at index 39, there is a sudden and extreme spike in values (e.g., 1.36, 1.38, 1.44, 1.52, 1.68, 1.76, 1.84, 1.92), followed by a return to the original range. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions back to a flatline of zeros at the end, suggesting a Sudden Flatline Anomaly. The combination of these behaviors indicates a significant disruption in the time series",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a narrow range, but starting at index 39, there is a sudden and extreme spike in values (e.g., 1.36, 1.38, 1.44, 1.52, 1.68, 1.76, 1.84, 1.92), followed by a return to the original range. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions back to a flatline of zeros at the end, suggesting a Sudden Flatline Anomaly. The combination of these behaviors indicates a significant disruption in the time series"
+    },
+    "1226": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "1230": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 200 to 250. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 200 to 250. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1234": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "1238": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1242": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, with values increasing exponentially until index 29 (value 1.66), and then stabilizing. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 23.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, with values increasing exponentially until index 29 (value 1.66), and then stabilizing. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 23.\nActionID: 12"
+    },
+    "1246": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal flow.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal flow.\nActionID: 12"
+    },
+    "1250": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.52, 1.72, 1.98, 2.18) starting around index 96, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.52, 1.72, 1.98, 2.18) starting around index 96, which deviates from the earlier"
+    },
+    "1254": {
+        "Thought": "The value 55.2 at index 56 is a sudden and extreme spike compared to the surrounding values, which generally range between 32 and 39. This spike disrupts the sequence temporarily before returning to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 55.2 at index 56 is a sudden and extreme spike compared to the surrounding values, which generally range between 32 and 39. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+    },
+    "1258": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., exponential-like increase from index 90 to 96, followed by a sharp decline). These disruptions suggest a combination of sudden spike anomalies and nonlinear pattern anomalies.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., exponential-like increase from index 90 to 96, followed by a sharp decline). These disruptions suggest a combination of sudden spike anomalies and nonlinear pattern anomalies.\nActionID: 14"
+    },
+    "1262": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+    },
+    "1266": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1.0) and index 11 (-1.05), which deviate sharply from the surrounding data points. These isolated extreme values disrupt the overall pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1.0) and index 11 (-1.05), which deviate sharply from the surrounding data points. These isolated extreme values disrupt the overall pattern of the sequence.\nActionID: 1"
+    },
+    "1270": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1274": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.5), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals due to irregular heartbeats or arrhythmias. The most prominent anomaly is the",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.5), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals due to irregular heartbeats or arrhythmias. The most prominent anomaly is the"
+    },
+    "1278": {
+        "Thought": "The time series shows a gradual downward drift in values over time, with the data points progressively moving away from the initial range and stabilizing at a lower level. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values over time, with the data points progressively moving away from the initial range and stabilizing at a lower level. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1282": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12660.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12660.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1286": {
+        "Thought": "The sequence contains multiple anomalies. At index 11, there is a sudden spike to 12.22, which is significantly higher than the surrounding values. Additionally, at index 13, the value drops sharply to 0.0, creating a sudden flatline anomaly. These disruptions indicate a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the most prominent anomaly is the sudden spike at index 11.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains multiple anomalies. At index 11, there is a sudden spike to 12.22, which is significantly higher than the surrounding values. Additionally, at index 13, the value drops sharply to 0.0, creating a sudden flatline anomaly. These disruptions indicate a combination of a Sudden Spike Anomaly and a Sudden Flatline Anomaly. However, the most prominent anomaly is the sudden spike at index 11.\nActionID: 12"
+    },
+    "1290": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1294": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "1298": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 43, there is a sudden and significant increase in values, with a sharp spike to 53.56, followed by a new higher range (approximately 40-50). This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the behavior of the system.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 43, there is a sudden and significant increase in values, with a sharp spike to 53.56, followed by a new higher range (approximately 40-50). This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the behavior of the system.\nActionID: 4"
+    },
+    "1302": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 49 (-1.28) and index 50 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 49 (-1.28) and index 50 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1306": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden"
+    },
+    "1310": {
+        "Thought": "The value 1295.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1400. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 1295.0 at index 5 is an extreme outlier compared to the surrounding values, which mostly range between 1000 and 1400. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+    },
+    "1314": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "1318": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.68), followed by a significant outlier at index 114 (-1.34). These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.68), followed by a significant outlier at index 114 (-1.34). These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1322": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.18, 0.41) followed by a sharp drop (-0.48, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.18, 0.41) followed by a sharp drop (-0.48, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "1326": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden and extreme drop to -1.0 and -1.2, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden and extreme drop to -1.0 and -1.2, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1330": {
+        "Thought": "The sequence contains a segment of repeated values (116388.0) from index 3 to 5, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains a segment of repeated values (116388.0) from index 3 to 5, which disrupts the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "1334": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1338": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12389.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12389.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1342": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 84 (value 0.22) and a subsequent sharp drop at index 85 (value -0.48), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 84 (value 0.22) and a subsequent sharp drop at index 85 (value -0.48), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.\nActionID: 12"
+    },
+    "1346": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "1350": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 27 (value 1535.06), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 (value 1535.06), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+    },
+    "1354": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -6.7 to -5.9), followed by a sudden spike in values (e.g., from -5.9 to -3.9 and then to -2.7). Additionally, there are repeated values (e.g., -2.7 and -2.6) disrupting the normal fluctuation pattern. These characteristics suggest a combination of drift, sudden spikes, and repeated value anomalies. However, the most prominent anomaly is the sudden spike in values, which significantly deviates from the surrounding data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -6.7 to -5.9), followed by a sudden spike in values (e.g., from -5.9 to -3.9 and then to -2.7). Additionally, there are repeated values (e.g., -2.7 and -2.6) disrupting the normal fluctuation pattern. These characteristics suggest a combination of drift, sudden spikes, and repeated value anomalies. However, the most prominent anomaly is the sudden spike in values, which significantly deviates from the surrounding data.\nActionID: 12"
+    },
+    "1358": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 41, there is a sudden and significant upward shift in values, with the sequence transitioning to a new level of higher amplitude. This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 41, there is a sudden and significant upward shift in values, with the sequence transitioning to a new level of higher amplitude. This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data.\nActionID: 4"
+    },
+    "1362": {
+        "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "1366": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+    },
+    "1370": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a potential change in the long-term trend. This suggests a significant shift in the overall trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a potential change in the long-term trend. This suggests a significant shift in the overall trajectory of the time series.\nActionID: 3"
+    },
+    "1374": {
+        "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "1378": {
+        "Thought": "The time series initially shows a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the sharp drop to -1.2 and -1.46, and later a spike to 0.23 and 0.43. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The irregularities suggest a combination of sudden spikes and potential pattern changes.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the sharp drop to -1.2 and -1.46, and later a spike to 0.23 and 0.43. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The irregularities suggest a combination of sudden spikes and potential pattern changes.\nActionID: 7"
+    },
+    "1382": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 51, where the values decrease sharply from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 51, where the values decrease sharply from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series.\nActionID: 4"
+    },
+    "1386": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 39, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 39, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+    },
+    "1390": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 19 (value 1338.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 19 (value 1338.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1394": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.1 and -1.46. These abrupt changes disrupt the normal pattern and indicate significant deviations in the sequence. Additionally, the sequence later stabilizes into a more consistent pattern, but the earlier anomalies are the most prominent. This suggests the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.1 and -1.46. These abrupt changes disrupt the normal pattern and indicate significant deviations in the sequence. Additionally, the sequence later stabilizes into a more consistent pattern, but the earlier anomalies are the most prominent. This suggests the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1398": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1402": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 3.0 to 3.5), but starting at index 16, there is a sudden flatline at 0.0, followed by a sharp drop to 0.06 and then a gradual recovery. This indicates a sudden flatline anomaly at index 16, disrupting the normal fluctuation pattern. Additionally, the sequence exhibits a gradual downward drift after the flatline, suggesting a drift anomaly. However, the flatline is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 3.0 to 3.5), but starting at index 16, there is a sudden flatline at 0.0, followed by a sharp drop to 0.06 and then a gradual recovery. This indicates a sudden flatline anomaly at index 16, disrupting the normal fluctuation pattern. Additionally, the sequence exhibits a gradual downward drift after the flatline, suggesting a drift anomaly. However, the flatline is the most prominent anomaly.\nActionID: 10"
+    },
+    "1406": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.38, 1.56, 1.74, 1.92, 2.08,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.38, 1.56, 1.74, 1.92, 2.08,"
+    },
+    "1410": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.38, 1.68, 1.96, 2.18) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.68, 1.0, 1.38, 1.68, 1.96, 2.18) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+    },
+    "1414": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which is consistent with a normal fluctuation pattern. However, starting around index 40, the sequence exhibits a sudden and significant drop in values, deviating from the previous trend. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which is consistent with a normal fluctuation pattern. However, starting around index 40, the sequence exhibits a sudden and significant drop in values, deviating from the previous trend. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.\nActionID: 4"
+    },
+    "1418": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.4, -1.24). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.64, 1.3, 1.96, 2.42, 2.96, 3.48) starting around index 100, which deviates significantly from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.4, -1.24). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.64, 1.3, 1.96, 2.42, 2.96, 3.48) starting around index 100, which deviates significantly from the earlier trend, indicating a Non"
+    },
+    "1422": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 26, there is a sharp and nonlinear increase in values, followed by a nonlinear decrease. This behavior deviates from any consistent linear or periodic pattern, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 26, there is a sharp and nonlinear increase in values, followed by a nonlinear decrease. This behavior deviates from any consistent linear or periodic pattern, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1426": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a gradual recovery. Later, there is a significant upward drift in values (e.g., 0.2 to 2.11), which deviates from the earlier range. Additionally, the sequence transitions into a nonlinear pattern with oscillations and irregularities, breaking the original linear or stable fluctuation pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a gradual recovery. Later, there is a significant upward drift in values (e.g., 0.2 to 2.11), which deviates from the earlier range. Additionally, the sequence transitions into a nonlinear pattern with oscillations and irregularities, breaking the original linear or stable fluctuation pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change."
+    },
+    "1430": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+    },
+    "1434": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 5, where the value (-125.9) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 5, where the value (-125.9) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.\nActionID: 4"
+    },
+    "1438": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 11 and 0.26 at index 27), abrupt drops (e.g., -0.02 at index 13 and -0.03 at index 14), and segments of fluctuating values that deviate from the expected pattern. These anomalies disrupt the normal behavior of the sequence, indicating a combination of sudden spikes and continuous deviations. However, the most prominent feature is the presence of continuous segments of irregular behavior, such as the prolonged deviation around indices 11-27. This suggests a Continuous Segment Anomaly.\nAction",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 11 and 0.26 at index 27), abrupt drops (e.g., -0.02 at index 13 and -0.03 at index 14), and segments of fluctuating values that deviate from the expected pattern. These anomalies disrupt the normal behavior of the sequence, indicating a combination of sudden spikes and continuous deviations. However, the most prominent feature is the presence of continuous segments of irregular behavior, such as the prolonged deviation around indices 11-27. This suggests a Continuous Segment Anomaly.\nAction"
+    },
+    "1442": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "1446": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56) starting around index 96, which deviates from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56) starting around index 96, which deviates from the earlier trend, indicating a Non"
+    },
+    "1450": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.42, 0.68, 0.86, 1.08, 1.36, 1.52, 1.76, 2.08) starting around index 10",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.42, 0.68, 0.86, 1.08, 1.36, 1.52, 1.76, 2.08) starting around index 10"
+    },
+    "1454": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.39, 2.39, 3.08, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.39, 2.39, 3.08, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "1458": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1462": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.02, -0.03). Around index 49, there is a significant spike (0.2, 0.42, 0.61) followed by a sharp drop to extreme negative values (-1.04, -1.21). This indicates a sudden spike anomaly. Additionally, the sequence later shows a non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop to negative values (e.g., -0.02, -0.03). Around index 49, there is a significant spike (0.2, 0.42, 0.61) followed by a sharp drop to extreme negative values (-1.04, -1.21). This indicates a sudden spike anomaly. Additionally, the sequence later shows a non"
+    },
+    "1466": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "1470": {
+        "Thought": "The sequence exhibits a sudden spike at index 3 (value 10.0) and index 4 (value 10.5), which are significantly higher than the surrounding values that generally range between 3.0 and 5.0. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 3 (value 10.0) and index 4 (value 10.5), which are significantly higher than the surrounding values that generally range between 3.0 and 5.0. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+    },
+    "1474": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.06 to 0.08), but starting at index 30, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (0.1 to 0.12). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.06 to 0.08), but starting at index 30, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (0.1 to 0.12). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1478": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1482": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG"
+    },
+    "1486": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An"
+    },
+    "1490": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1494": {
+        "Thought": "The sequence exhibits a sudden flatline at index 29 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 29 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "1498": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1502": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1506": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a recovery to a stable range. Later, there is a significant upward drift (e.g., 0.1 to 4.31) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.3), followed by a recovery to a stable range. Later, there is a significant upward drift (e.g., 0.1 to 4.31) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth"
+    },
+    "1510": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.01, 2.36, 2.56, 2.72, 2.98), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.01, 2.36, 2.56, 2.72, 2.98), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+    },
+    "1514": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1518": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1522": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a narrow range, but starting at index 43, there is a sudden flatline of zeros, disrupting the normal fluctuations. Following this, intermittent zeros appear sporadically, and the sequence transitions into a prolonged flatline of zeros, indicating a loss of normal variability. This combination of anomalies suggests a Sudden Flatline Anomaly followed by a Continuous Segment Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a narrow range, but starting at index 43, there is a sudden flatline of zeros, disrupting the normal fluctuations. Following this, intermittent zeros appear sporadically, and the sequence transitions into a prolonged flatline of zeros, indicating a loss of normal variability. This combination of anomalies suggests a Sudden Flatline Anomaly followed by a Continuous Segment Anomaly.\nActionID: 10"
+    },
+    "1526": {
+        "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation pattern. However, starting from index 40, the sequence transitions into a flatline of repeated values (120.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation pattern. However, starting from index 40, the sequence transitions into a flatline of repeated values (120.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.\nActionID: 10"
+    },
+    "1530": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 12851.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 12851.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+    },
+    "1534": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1538": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (0.52) followed by a sharp drop to -0.48 and -0.66, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. Toward the end of the sequence, there is a nonlinear growth",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (0.52) followed by a sharp drop to -0.48 and -0.66, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. Toward the end of the sequence, there is a nonlinear growth"
+    },
+    "1542": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1546": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around indices 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around indices 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1550": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "1554": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.08 and consistently decreasing to around 7.44. This indicates a systematic deviation from the original level, suggesting a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.08 and consistently decreasing to around 7.44. This indicates a systematic deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "1558": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "1562": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "1566": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic isolated high values (e.g., 1.38, 1.36, 1.37) that deviate from the surrounding data, indicating sparse anomalies. Later, there is a sudden flatline of zeros from index 43 to 46, disrupting the normal fluctuations. Additionally, the sequence transitions into a gradual upward drift starting from index 50, where the values steadily increase without returning to the original range, indicating a drift anomaly. These combined patterns suggest a complex anomaly involving sparse, flatline, and drift behaviors.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic isolated high values (e.g., 1.38, 1.36, 1.37) that deviate from the surrounding data, indicating sparse anomalies. Later, there is a sudden flatline of zeros from index 43 to 46, disrupting the normal fluctuations. Additionally, the sequence transitions into a gradual upward drift starting from index 50, where the values steadily increase without returning to the original range, indicating a drift anomaly. These combined patterns suggest a complex anomaly involving sparse, flatline, and drift behaviors.\nActionID: 11"
+    },
+    "1570": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 16, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 16, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1574": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1578": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1582": {
+        "Thought": "The time series exhibits a sudden and significant increase in values starting at index 4, peaking at index 6 (106.0), and then returning to a lower range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in traffic flow. The spike is isolated and does not persist, making it a temporary anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant increase in values starting at index 4, peaking at index 6 (106.0), and then returning to a lower range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in traffic flow. The spike is isolated and does not persist, making it a temporary anomaly.\nActionID: 12"
+    },
+    "1586": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 110, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 50, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.18) starting around index 110, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "1590": {
+        "Thought": "The sequence is predominantly flat with values of 0.04, but there are two isolated spikes at 0.06 (index 17 and 23) and one at 0.05 (index 59). These sporadic deviations from the flatline pattern indicate isolated anomalous patterns in the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.04, but there are two isolated spikes at 0.06 (index 17 and 23) and one at 0.05 (index 59). These sporadic deviations from the flatline pattern indicate isolated anomalous patterns in the time series.\nActionID: 8"
+    },
+    "1594": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from 12.0 and decreasing to around 6.0, followed by a recovery and fluctuation around 8.0. This gradual deviation from the initial level indicates a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from 12.0 and decreasing to around 6.0, followed by a recovery and fluctuation around 8.0. This gradual deviation from the initial level indicates a drift anomaly.\nActionID: 11"
+    },
+    "1598": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.66 to -0.68 to -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.1 to 2.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrhyth",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.66 to -0.68 to -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.1 to 2.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrhyth"
+    },
+    "1602": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 13 (value 1.28), which deviates sharply from the surrounding values that are mostly within the range of 0.2 to 0.6. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 13 (value 1.28), which deviates sharply from the surrounding values that are mostly within the range of 0.2 to 0.6. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "1606": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1610": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1614": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 27 (value 10.0), which deviates drastically from the surrounding values that are all negative and within a similar range. This spike is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 27 (value 10.0), which deviates drastically from the surrounding values that are all negative and within a similar range. This spike is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "1618": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.58), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.72, 1.5, 2.32, 3.06) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.58), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.72, 1.5, 2.32, 3.06) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+    },
+    "1622": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 56, there is a sudden and extreme drop to -12.0, followed by a rapid recovery to -1.0 and then a sharp increase to 10.0 and beyond. This sequence of abrupt changes, including extreme deviations and recovery, indicates a nonlinear and erratic pattern that breaks the original trend. This behavior is characteristic of a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 56, there is a sudden and extreme drop to -12.0, followed by a rapid recovery to -1.0 and then a sharp increase to 10.0 and beyond. This sequence of abrupt changes, including extreme deviations and recovery, indicates a nonlinear and erratic pattern that breaks the original trend. This behavior is characteristic of a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "1626": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1630": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1635": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1639": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 53.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 53.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "1643": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 12800.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 12800.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+    },
+    "1647": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "1651": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 143.38 to 10.0, followed by a recovery to 115.0, and then another drop to 10.0. Additionally, there are abrupt changes in the mean and variance, such as the transition from 143.38 to 10.0 and back to 115.0. These abrupt changes indicate a disruption in the statistical properties of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 143.38 to 10.0, followed by a recovery to 115.0, and then another drop to 10.0. Additionally, there are abrupt changes in the mean and variance, such as the transition from 143.38 to 10.0 and back to 115.0. These abrupt changes indicate a disruption in the statistical properties of the sequence.\nActionID: 4"
+    },
+    "1655": {
+        "Thought": "The value 60.2 at index 56 is a sudden and extreme spike compared to the surrounding values, which generally range between 30 and 36. This spike disrupts the sequence temporarily before returning to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 60.2 at index 56 is a sudden and extreme spike compared to the surrounding values, which generally range between 30 and 36. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+    },
+    "1659": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "1663": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 33, there is a sharp and nonlinear decline, followed by a recovery and subsequent fluctuations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 33, there is a sharp and nonlinear decline, followed by a recovery and subsequent fluctuations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1667": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1671": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "1675": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+    },
+    "1679": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "1683": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "1687": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1691": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from around 12.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from around 12.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1695": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56) starting around index 96, which deviates from the earlier fluctuations, indicating",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56) starting around index 96, which deviates from the earlier fluctuations, indicating"
+    },
+    "1699": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.28, followed by a further drop to -1.56, which is a significant deviation from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.31, which suggests a Drift Anomaly. The sequence also shows nonlinear growth in the latter part, deviating from the original pattern, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain, these anomalies could represent critical events such as arrhythmias",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.28, followed by a further drop to -1.56, which is a significant deviation from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.31, which suggests a Drift Anomaly. The sequence also shows nonlinear growth in the latter part, deviating from the original pattern, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain, these anomalies could represent critical events such as arrhythmias"
+    },
+    "1703": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "1707": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "1711": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "1715": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 3.0 to 3.5), but starting at index 16, there is a sudden and significant drop in values, reaching as low as 1.0. This abrupt change in the statistical properties, particularly the mean and variance, indicates a shift in the behavior of the time series. After this drop, the values gradually recover and stabilize at a new range, suggesting a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 3.0 to 3.5), but starting at index 16, there is a sudden and significant drop in values, reaching as low as 1.0. This abrupt change in the statistical properties, particularly the mean and variance, indicates a shift in the behavior of the time series. After this drop, the values gradually recover and stabilize at a new range, suggesting a change point anomaly.\nActionID: 4"
+    },
+    "1719": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 and -0.84. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 and -0.84. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1723": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.\nActionID: 2"
+    },
+    "1727": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1731": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1735": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.58, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.58, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -0"
+    },
+    "1739": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1743": {
+        "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 8. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 8. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1747": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "1751": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). Around index 51, there is a significant spike (0.2, 0.42, 0.61) followed by a sharp drop to extreme negative values (-0.68, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence later shows a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). Around index 51, there is a significant spike (0.2, 0.42, 0.61) followed by a sharp drop to extreme negative values (-0.68, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence later shows a"
+    },
+    "1755": {
+        "Thought": "The sequence exhibits a sudden and significant spike at the end, with values jumping from a decreasing trend to 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0,",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at the end, with values jumping from a decreasing trend to 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0,"
+    },
+    "1759": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 22 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 22 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+    },
+    "1763": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1767": {
+        "Thought": "The time series exhibits a sudden and significant deviation in amplitude at index 10, where the value jumps to 0.58 and then drops sharply to -0.58, followed by a series of irregular fluctuations. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal range and then returns to a more stable pattern. Additionally, the sequence shows some irregularities in the later part, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at index 10, where the value jumps to 0.58 and then drops sharply to -0.58, followed by a series of irregular fluctuations. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal range and then returns to a more stable pattern. Additionally, the sequence shows some irregularities in the later part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "1771": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1775": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+    },
+    "1779": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "1783": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "1787": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1791": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 11 (value 1365.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 11 (value 1365.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1795": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "1799": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1803": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "1807": {
+        "Thought": "The value 50.2 at index 22 is a significant outlier compared to the surrounding values, which generally range between 28 and 34. This isolated spike deviates from the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 22 is a significant outlier compared to the surrounding values, which generally range between 28 and 34. This isolated spike deviates from the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "1811": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "1815": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 17, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 17, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1819": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1823": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08), which devi",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08), which devi"
+    },
+    "1827": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "1831": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1835": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "1839": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.34, -0.68). This indicates a Sudden Spike Anomaly. Additionally, from index 87 onward, there is a significant upward drift in values, peaking at 1.11, followed by a gradual decline. This suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.34, -0.68). This indicates a Sudden Spike Anomaly. Additionally, from index 87 onward, there is a significant upward drift in values, peaking at 1.11, followed by a gradual decline. This suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 11"
+    },
+    "1843": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 22 (value 1288.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 22 (value 1288.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "1847": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1851": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows"
+    },
+    "1855": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 19 and 20, where the values jump to 12811.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 and 20, where the values jump to 12811.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1859": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a"
+    },
+    "1863": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.22, 0.56) followed by a steep drop (-0.69, -1.22). This behavior is characteristic of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. This type of anomaly is often observed in ECG data due to sudden cardiac events or noise artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.22, 0.56) followed by a steep drop (-0.69, -1.22). This behavior is characteristic of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. This type of anomaly is often observed in ECG data due to sudden cardiac events or noise artifacts.\nActionID: 12"
+    },
+    "1867": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 22, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 22, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a recovery to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1871": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 21 (value 1550.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 (value 1550.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "1875": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern is smooth and consistent, with no significant deviations, disruptions, or irregularities. This indicates a normal utilization pattern in the IoT domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern is smooth and consistent, with no significant deviations, disruptions, or irregularities. This indicates a normal utilization pattern in the IoT domain.\nActionID: 0"
+    },
+    "1879": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.59, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.72, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.59, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.72, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "1883": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.38, 0.48, 0.56) after the spike, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.49, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.38, 0.48, 0.56) after the spike, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors"
+    },
+    "1887": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.04, 1.28, 1.48, 1.68, 1.96, 2.18) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.04, 1.28, 1.48, 1.68, 1.96, 2.18) starting"
+    },
+    "1891": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "1895": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1427.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1427.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1899": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1903": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1997.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1997.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.\nActionID: 1"
+    },
+    "1907": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 23 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 23 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1911": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 56, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 56, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+    },
+    "1915": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1919": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+    },
+    "1923": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1927": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 52.06, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 10, there is a sudden and significant increase in values, peaking at 52.06, followed by a gradual decline and stabilization at a lower range. This indicates a sudden change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "1931": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1935": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1939": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the amplitude becoming irregular and inconsistent in certain segments. For example, the sequence transitions from a relatively stable pattern to a more erratic one, particularly around indices 20-30, where the amplitude and periodicity deviate from the expected behavior. This indicates a disruption in the original periodic pattern.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the amplitude becoming irregular and inconsistent in certain segments. For example, the sequence transitions from a relatively stable pattern to a more erratic one, particularly around indices 20-30, where the amplitude and periodicity deviate from the expected behavior. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+    },
+    "1943": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations around a certain level. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "1947": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1277.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1951": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 0.88, 1.08, 1.38, 1.58, 1",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 0.88, 1.08, 1.38, 1.58, 1"
+    },
+    "1955": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 91 (0.28) and a sharp drop at index 92 (-0.48), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence does not return to a consistent baseline after these disruptions, suggesting potential irregularities in the ECG signal.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 91 (0.28) and a sharp drop at index 92 (-0.48), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence does not return to a consistent baseline after these disruptions, suggesting potential irregularities in the ECG signal.\nActionID: 8"
+    },
+    "1959": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1963": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16, etc.), indicating a Sudden Spike Anomaly. Additionally, at index 87, there is a significant and abrupt drop to -0.78, followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence shows a nonlinear growth pattern toward the end (e.g., 0.2, 0.36, 0.52,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16, etc.), indicating a Sudden Spike Anomaly. Additionally, at index 87, there is a significant and abrupt drop to -0.78, followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence shows a nonlinear growth pattern toward the end (e.g., 0.2, 0.36, 0.52,"
+    },
+    "1967": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1971": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1975": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 50, where the values jump from the mid-30s to the 40s and 50s, deviating from the previous range of fluctuations. This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in behavior.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 50, where the values jump from the mid-30s to the 40s and 50s, deviating from the previous range of fluctuations. This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in behavior.\nActionID: 4"
+    },
+    "1979": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 26, there is a noticeable upward shift in the values, with a new range forming around 160-170. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 140-150. However, starting at index 26, there is a noticeable upward shift in the values, with a new range forming around 160-170. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a change point anomaly.\nActionID: 4"
+    },
+    "1983": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1987": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.\nActionID: 11"
+    },
+    "1991": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 63, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 63, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.7 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.\nActionID: 12"
+    },
+    "1995": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.44, -1.69, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.44, -1.69, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1999": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then stabilizes but later shows another sharp drop at index 115 (-0.22) and index 116 (-0",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then stabilizes but later shows another sharp drop at index 115 (-0.22) and index 116 (-0"
+    },
+    "2003": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 133.0, 153.0, 169.0, 179.0, 189.0, 199.0, 209.0, 219.0, 229.0, 239.0, 249.0, 259.0, 269.0, 279.0, 289.0, 299.0, 309.0, 319.0, 329.0, 339.0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 133.0, 153.0, 169.0, 179.0, 189.0, 199.0, 209.0, 219.0, 229.0, 239.0, 249.0, 259.0, 269.0, 279.0, 289.0, 299.0, 309.0, 319.0, 329.0, 339.0"
+    },
+    "2007": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "2011": {
+        "Thought": "The time series initially exhibits a consistent upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. However, the overall pattern shows a nonlinear behavior, with the sequence deviating from a linear or periodic trend, indicating a significant nonlinear change in the system's behavior. This suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a consistent upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. However, the overall pattern shows a nonlinear behavior, with the sequence deviating from a linear or periodic trend, indicating a significant nonlinear change in the system's behavior. This suggests a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "2015": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a"
+    },
+    "2019": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 83 (-1.08) and index 84 (-1.21), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 83 (-1.08) and index 84 (-1.21), followed by a recovery to the previous range. This behavior is indicative of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to the expected pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "2023": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "2027": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1277.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1277.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.\nActionID: 1"
+    },
+    "2031": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 17 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 17 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2035": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "2039": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 27, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 27, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "2043": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 22 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2047": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 66 (-1.38) and index 67 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 66 (-1.38) and index 67 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2051": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2055": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2059": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 29, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 29, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2063": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 10 to 13, where the values plummet to -1.24, -1.4, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 10 to 13, where the values plummet to -1.24, -1.4, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2067": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 2 (1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 3, further emphasizing the anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 2 (1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 3, further emphasizing the anomaly.\nActionID: 9"
+    },
+    "2071": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.08, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.08, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "2075": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "2079": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting at index 31, there is a significant downward trend, followed by a sharp recovery and a new upward trend. This indicates a sudden and steep change in the long-term trajectory of the sequence, which is characteristic of a trend change anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting at index 31, there is a significant downward trend, followed by a sharp recovery and a new upward trend. This indicates a sudden and steep change in the long-term trajectory of the sequence, which is characteristic of a trend change anomaly.\nActionID: 3"
+    },
+    "2084": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "2088": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2092": {
+        "Thought": "The time series exhibits a repeating pattern where the values initially decrease, then increase, and then decrease again. However, there are segments where the pattern deviates slightly, such as the segment around index 20-25 where the values drop more sharply and remain lower for a longer period. This indicates a disruption in the expected periodic behavior, suggesting a periodic change anomaly.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern where the values initially decrease, then increase, and then decrease again. However, there are segments where the pattern deviates slightly, such as the segment around index 20-25 where the values drop more sharply and remain lower for a longer period. This indicates a disruption in the expected periodic behavior, suggesting a periodic change anomaly.\nActionID: 2"
+    },
+    "2096": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a sudden and significant increase in values, peaking at 6.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a sudden and significant increase in values, peaking at 6.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2100": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting"
+    },
+    "2104": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11651.44) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11651.44) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "2108": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2112": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 1.0, 2.0, 3.0) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 1.0, 2.0, 3.0) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.\nActionID: 9"
+    },
+    "2116": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "2120": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values drop sharply to a much lower range (e.g., -0.22, -0.32, -0.33, -0.34, -0.35, -0.36, -0.37, -0.38, -0.39, -0.41, -0.42, -0.43, -0.44, -0.45). This abrupt change disrupts the statistical properties of the sequence, indicating a clear change point anomaly. Additionally, the sequence returns to a more stable range after this point, suggesting",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values drop sharply to a much lower range (e.g., -0.22, -0.32, -0.33, -0.34, -0.35, -0.36, -0.37, -0.38, -0.39, -0.41, -0.42, -0.43, -0.44, -0.45). This abrupt change disrupts the statistical properties of the sequence, indicating a clear change point anomaly. Additionally, the sequence returns to a more stable range after this point, suggesting"
+    },
+    "2124": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2128": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "2132": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "2136": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "2140": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2144": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.28, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Toward the end, there is another sharp drop and recovery (e.g., -1.28 to -1.52 and back to 0.04),",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.28, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Toward the end, there is another sharp drop and recovery (e.g., -1.28 to -1.52 and back to 0.04),"
+    },
+    "2148": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.231 at index 27) and abrupt drops (e.g., 0.136 at index 13 and 0.132 at index 14). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.231 at index 27) and abrupt drops (e.g., 0.136 at index 13 and 0.132 at index 14). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.\nActionID: 12"
+    },
+    "2152": {
+        "Thought": "The sequence exhibits a sudden and significant drop to 0.0 at index 27, which is an abrupt deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop to 0.0 at index 27, which is an abrupt deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.\nActionID: 10"
+    },
+    "2156": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (10.0) and a sharp drop at index 30 (1.0). Subsequently, there is a nonlinear growth pattern starting at index 31, where the values increase exponentially, peaking at index 35 (19.0). This is followed by a sharp decline and a return to a fluctuating pattern. The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern, which significantly deviates from the original trend.",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (10.0) and a sharp drop at index 30 (1.0). Subsequently, there is a nonlinear growth pattern starting at index 31, where the values increase exponentially, peaking at index 35 (19.0). This is followed by a sharp decline and a return to a fluctuating pattern. The sequence contains a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern, which significantly deviates from the original trend.",
+        "ParseError": "unrecognized_action_id"
+    },
+    "2160": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the sharp drop to -0.7 and -0.86, and later a spike to 0.27 and 0.53. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The presence of these sudden spikes and drops suggests a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the sharp drop to -0.7 and -0.86, and later a spike to 0.27 and 0.53. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The presence of these sudden spikes and drops suggests a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2164": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 21 (value 1357.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 21 (value 1357.31), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2168": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (0.42) followed by a sharp drop to -0.48 and -0.66, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is a significant outlier (0.42) followed by a sharp drop to -0.48 and -0.66, which disrupts the sequence further. These extreme deviations suggest an Amplitude Anomaly. The sequence then stabilizes but shows a gradual drift downward"
+    },
+    "2172": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2176": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "2180": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2184": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable shift in the statistical properties, with the values becoming more negative and exhibiting a different range and distribution. This indicates a significant change in the statistical characteristics of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable shift in the statistical properties, with the values becoming more negative and exhibiting a different range and distribution. This indicates a significant change in the statistical characteristics of the sequence.\nActionID: 4"
+    },
+    "2188": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern is smooth and consistent, with no significant deviations, disruptions, or irregularities. This indicates a normal utilization pattern in the IoT domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern is smooth and consistent, with no significant deviations, disruptions, or irregularities. This indicates a normal utilization pattern in the IoT domain.\nActionID: 0"
+    },
+    "2192": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "2196": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08) starting"
+    },
+    "2200": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with periodic rises and falls, which is typical for a normal machine-system operation. There are no anomalies present in this time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with periodic rises and falls, which is typical for a normal machine-system operation. There are no anomalies present in this time series.\nActionID: 0"
+    },
+    "2204": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2208": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.2), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 4.6) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.2), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 4.6) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence."
+    },
+    "2212": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2216": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 48, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent oscillations. This behavior deviates from the original pattern and indicates a nonlinear growth and decay pattern, breaking the original linear or stable trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 48, there is a significant and nonlinear increase in values, followed by a sharp decline and subsequent oscillations. This behavior deviates from the original pattern and indicates a nonlinear growth and decay pattern, breaking the original linear or stable trend.\nActionID: 14"
+    },
+    "2220": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.66, 2.01, 2.28) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.66, 2.01, 2.28) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "2224": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude.\nActionID: 6"
+    },
+    "2228": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.4, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.4, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2232": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "2236": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 59 (value 49.28), which deviates sharply from the surrounding values that generally range between 34 and 41. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 59 (value 49.28), which deviates sharply from the surrounding values that generally range between 34 and 41. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2240": {
+        "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with a sharp rise to 49.56, followed by a new higher range (approximately 40-50). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in behavior.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with a sharp rise to 49.56, followed by a new higher range (approximately 40-50). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in behavior.\nActionID: 4"
+    },
+    "2244": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2248": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 43 (value 1.06), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations and a nonlinear growth pattern toward the end, deviating from the earlier trend. This indicates a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 43.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 43 (value 1.06), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations and a nonlinear growth pattern toward the end, deviating from the earlier trend. This indicates a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 43.\nActionID: 12"
+    },
+    "2252": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are two isolated spikes at indices 38 and 56 (values 13.0 and 12.0, respectively). These spikes are significantly higher than the surrounding values and disrupt the otherwise flat pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are two isolated spikes at indices 38 and 56 (values 13.0 and 12.0, respectively). These spikes are significantly higher than the surrounding values and disrupt the otherwise flat pattern.\nActionID: 8"
+    },
+    "2256": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.21, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting from index 87, there is a significant upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.21, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting from index 87, there is a significant upward drift in values, peaking at 2.21, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "2260": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "2264": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to a new pattern of negative values with a gradual downward trend. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to a new pattern of negative values with a gradual downward trend. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.\nActionID: 4"
+    },
+    "2268": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable and smooth trend, typical of a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable and smooth trend, typical of a normal ECG signal.\nActionID: 0"
+    },
+    "2272": {
+        "Thought": "The sequence exhibits a sudden spike at index 10 (value 30.91), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 10 (value 30.91), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+    },
+    "2276": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2280": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 9, there is a sudden spike (0.28) followed by a sharp drop (-0.44 and -0.71), which disrupts the normal fluctuation pattern. Additionally, starting from index 83, there is a significant upward drift in values, peaking at 1.61, followed by a gradual decline. This indicates a combination of sudden spikes and a drift anomaly. The sequence also shows nonlinear growth in the upward drift, deviating from the original pattern. These anomalies are consistent with disruptions in ECG signals, such as arrhythmias or other irregularities.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 9, there is a sudden spike (0.28) followed by a sharp drop (-0.44 and -0.71), which disrupts the normal fluctuation pattern. Additionally, starting from index 83, there is a significant upward drift in values, peaking at 1.61, followed by a gradual decline. This indicates a combination of sudden spikes and a drift anomaly. The sequence also shows nonlinear growth in the upward drift, deviating from the original pattern. These anomalies are consistent with disruptions in ECG signals, such as arrhythmias or other irregularities."
+    },
+    "2284": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 10, there is a sudden spike (10.0) that deviates significantly from the surrounding values. Additionally, at index 12, there is a repeated value (10.0) that disrupts the normal fluctuation pattern. These anomalies are indicative of a combination of sudden spikes and repeated value anomalies. However, the repeated value anomaly is more prominent as it spans multiple consecutive points.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, there is a sudden spike (10.0) that deviates significantly from the surrounding values. Additionally, at index 12, there is a repeated value (10.0) that disrupts the normal fluctuation pattern. These anomalies are indicative of a combination of sudden spikes and repeated value anomalies. However, the repeated value anomaly is more prominent as it spans multiple consecutive points.\nActionID: 9"
+    },
+    "2288": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2292": {
+        "Thought": "The time series initially exhibits a fluctuating pattern with a gradual downward trend, followed by a sudden and significant upward shift starting around index 26, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a fluctuating pattern with a gradual downward trend, followed by a sudden and significant upward shift starting around index 26, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.\nActionID: 3"
+    },
+    "2296": {
+        "Thought": "The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 20, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 20, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a change point anomaly.\nActionID: 4"
+    },
+    "2300": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values at index 49 (from 13.0 to 10.0), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 49 (from 13.0 to 10.0), which deviates sharply from the surrounding data points. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2304": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 59 to 63, where the values plummet to -1.24, -1.4, -1.0, -0.92, and -0.72, deviating sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 59 to 63, where the values plummet to -1.24, -1.4, -1.0, -0.92, and -0.72, deviating sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2308": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2312": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "2316": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -1958.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -1958.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2320": {
+        "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and significant spike in values, reaching as high as 0.68, followed by a return to the baseline. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates sharply before returning to normal. Such anomalies are often observed in ECG data due to transient events like noise or physiological irregularities.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and significant spike in values, reaching as high as 0.68, followed by a return to the baseline. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates sharply before returning to normal. Such anomalies are often observed in ECG data due to transient events like noise or physiological irregularities.\nActionID: 12"
+    },
+    "2324": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to -0.48 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to -0.48 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern"
+    },
+    "2328": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.42), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.42), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "2332": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 26 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 26 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+    },
+    "2336": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "2340": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "2344": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.5, 2.72, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.5, 2.72, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+    },
+    "2348": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 24, where the values increase sharply and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 24, where the values increase sharply and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+    },
+    "2352": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2356": {
+        "Thought": "The value 0.0 at index 1 is a significant deviation from the surrounding data points, which generally range between 130 and 160. This isolated drop to 0.0 is highly anomalous and disrupts the normal pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 0.0 at index 1 is a significant deviation from the surrounding data points, which generally range between 130 and 160. This isolated drop to 0.0 is highly anomalous and disrupts the normal pattern of the sequence.\nActionID: 1"
+    },
+    "2360": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.26, 0.62) followed by a steep drop (-0.49, -1.34). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.26, 0.62) followed by a steep drop (-0.49, -1.34). This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates significantly from the normal range before returning to a more stable pattern. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "2364": {
+        "Thought": "The time series exhibits a sudden and extreme deviation in values around indices 59-63, where the values spike to 0.25, 0.66, -0.69, -1.0, and -0.92, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding pattern before stabilizing.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation in values around indices 59-63, where the values spike to 0.25, 0.66, -0.69, -1.0, and -0.92, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding pattern before stabilizing.\nActionID: 12"
+    },
+    "2368": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 40. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 40. This spike is isolated and returns to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "2372": {
+        "Thought": "The time series initially exhibits a gradual upward trend, followed by a sudden and sharp increase in values starting at index 10, peaking around index 15, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a sudden and sharp increase in values starting at index 10, peaking around index 15, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.\nActionID: 3"
+    },
+    "2376": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2380": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.16, 0.22, 0.27, 0.34, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.16, 0.22, 0.27, 0.34, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Non"
+    },
+    "2384": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anom"
+    },
+    "2388": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.32). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.32). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2392": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+    },
+    "2396": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2400": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.\nActionID: 11"
+    },
+    "2404": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44 and -0.78), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., from index 90 onward, where values increase exponentially, peaking at 2.11 before decreasing again). This suggests a combination of sudden spike anomalies and nonlinear pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 39, there is a significant spike (0.72) followed by a sharp drop (-0.44 and -0.78), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., from index 90 onward, where values increase exponentially, peaking at 2.11 before decreasing again). This suggests a combination of sudden spike anomalies and nonlinear pattern"
+    },
+    "2408": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 16 (0.28) and index 17 (0.51), followed by a sharp drop at index 18 (-0.28) and index 19 (-0.58). This indicates a Sudden Spike Anomaly. Additionally, there is a significant nonlinear growth pattern starting around index 86, where the values increase rapidly to a peak (e.g., 2.08 at index 91) and then decrease, deviating from the original trend. This suggests a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift downward in the latter",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 16 (0.28) and index 17 (0.51), followed by a sharp drop at index 18 (-0.28) and index 19 (-0.58). This indicates a Sudden Spike Anomaly. Additionally, there is a significant nonlinear growth pattern starting around index 86, where the values increase rapidly to a peak (e.g., 2.08 at index 91) and then decrease, deviating from the original trend. This suggests a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift downward in the latter"
+    },
+    "2412": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "2416": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 43, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 43, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.\nActionID: 4"
+    },
+    "2420": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,"
+    },
+    "2424": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable increase in amplitude, with values reaching higher peaks (e.g., 6.28, 6.38, 6.48) and maintaining a higher range compared to the earlier part of the sequence. This indicates a significant change in the statistical properties, such as the mean and variance, suggesting an abrupt shift in the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable increase in amplitude, with values reaching higher peaks (e.g., 6.28, 6.38, 6.48) and maintaining a higher range compared to the earlier part of the sequence. This indicates a significant change in the statistical properties, such as the mean and variance, suggesting an abrupt shift in the sequence.\nActionID: 4"
+    },
+    "2428": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 16, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 16, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2432": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2436": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern at index 86, where the value drops sharply to -0.68, followed by a further drop to -0.83 and -0.84. This is followed by a recovery to a more stable range. This behavior indicates a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at index 86, where the value drops sharply to -0.68, followed by a further drop to -0.83 and -0.84. This is followed by a recovery to a more stable range. This behavior indicates a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2440": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "2444": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.18) and index 18 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.18) and index 18 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2448": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2452": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "2456": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.14 to 0.38 to -0.58 to -0.74). Later, there is a nonlinear pattern with rapid changes in amplitude (e.g., 0.1 to 0.5 to 0.7 to 1.0 to 1.38 to 1.68 to 1.88 to 2.08). These disruptions indicate a combination of drift, sudden spikes, and nonlinear",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.14 to 0.38 to -0.58 to -0.74). Later, there is a nonlinear pattern with rapid changes in amplitude (e.g., 0.1 to 0.5 to 0.7 to 1.0 to 1.38 to 1.68 to 1.88 to 2.08). These disruptions indicate a combination of drift, sudden spikes, and nonlinear"
+    },
+    "2460": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.52, 0.68, 0.84, 1.08, 1.36) after the sharp drop, which deviates from the original",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.52, 0.68, 0.84, 1.08, 1.36) after the sharp drop, which deviates from the original"
+    },
+    "2464": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.29, followed by a further drop to -1.59, which is a significant deviation from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 90, there is a gradual and consistent upward drift in values, peaking at 2.56, followed by a downward trend, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 90-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.29, followed by a further drop to -1.59, which is a significant deviation from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 90, there is a gradual and consistent upward drift in values, peaking at 2.56, followed by a downward trend, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 90-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively"
+    },
+    "2468": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2472": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, indicating no anomalies.\nActionID: 0"
+    },
+    "2476": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). This indicates a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.33) followed by a sharp drop to -0.38 and -0.56, which further disrupts",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03, -0.04). This indicates a Sudden Spike Anomaly. Additionally, at index 72, there is an extreme outlier (0.33) followed by a sharp drop to -0.38 and -0.56, which further disrupts"
+    },
+    "2480": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.0"
+    },
+    "2484": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2488": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.67, -1.72, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.67 to -1.51. These patterns suggest a combination of Sudden Spike Anomalies and Continuous Segment Anomalies. However, the most prominent anomaly is the sudden extreme drops, which dominate the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.67, -1.72, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.67 to -1.51. These patterns suggest a combination of Sudden Spike Anomalies and Continuous Segment Anomalies. However, the most prominent anomaly is the sudden extreme drops, which dominate the sequence.\nActionID: 12"
+    },
+    "2492": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.21, 2.56) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.21, 2.56) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+    },
+    "2496": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -0.02"
+    },
+    "2500": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+    },
+    "2504": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a nonlinear pattern. This indicates a disruption in the normal ECG pattern, with a combination of flatline behavior, sudden spikes, and nonlinear changes. The most prominent anomaly is the sudden flatline behavior, which is critical in the context of ECG signals.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a nonlinear pattern. This indicates a disruption in the normal ECG pattern, with a combination of flatline behavior, sudden spikes, and nonlinear changes. The most prominent anomaly is the sudden flatline behavior, which is critical in the context of ECG signals.\nActionID: 10"
+    },
+    "2508": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+    },
+    "2512": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2516": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2520": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 29, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 29, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2524": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2528": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2532": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.68, 0.88, 1.0, 1.28, 1.48, 1.68, 1.8",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.68, 0.88, 1.0, 1.28, 1.48, 1.68, 1.8"
+    },
+    "2536": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.66) followed by a steep drop (-0.69, -1.34). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.66) followed by a steep drop (-0.69, -1.34). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "2540": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 31 (-1.38) and index 32 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 90, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 31 (-1.38) and index 32 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 90, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nActionID: 12"
+    },
+    "2544": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 1.36 to 1.46), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 1.36 to 1.46), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.\nActionID: 4"
+    },
+    "2548": {
+        "Thought": "The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.\nActionID: 10"
+    },
+    "2552": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting at index 10, where the values drop sharply from 0.24 to -0.51 and then continue to decrease further, reaching -1.11 at index 13. This is followed by a recovery and stabilization, but the sharp drop and subsequent recovery indicate a sudden disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting at index 10, where the values drop sharply from 0.24 to -0.51 and then continue to decrease further, reaching -1.11 at index 13. This is followed by a recovery and stabilization, but the sharp drop and subsequent recovery indicate a sudden disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2556": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2560": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 1.38) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -0.61), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 1.38) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+    },
+    "2564": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease sharply from around 1000 to 800 and then to 700. This abrupt change disrupts the statistical properties of the sequence, indicating a clear shift in the mean and variance. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease sharply from around 1000 to 800 and then to 700. This abrupt change disrupts the statistical properties of the sequence, indicating a clear shift in the mean and variance. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2568": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2572": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2576": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 83, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.67 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting this anomaly type.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 83, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.67 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting this anomaly type.\nActionID: 12"
+    },
+    "2580": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "2585": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.66, 0.82, 0.98, 1.18, 1.38, 1.56) starting around index 100, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.66, 0.82, 0.98, 1.18, 1.38, 1.56) starting around index 100, which deviates from the"
+    },
+    "2589": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 96 (0.28) and the sharp drop at index 97 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of anomalies in the ECG signal, potentially representing irregularities in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 96 (0.28) and the sharp drop at index 97 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of anomalies in the ECG signal, potentially representing irregularities in the heart's electrical activity.\nActionID: 12"
+    },
+    "2593": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the spike, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the spike, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+    },
+    "2597": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant and nonlinear increase in values, with a rapid exponential-like growth. This deviates from the earlier pattern and indicates a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant and nonlinear increase in values, with a rapid exponential-like growth. This deviates from the earlier pattern and indicates a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "2601": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "2605": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2609": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.98 and -1.33. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.98 and -1.33. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2613": {
+        "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent trend. However, there are multiple instances of sudden spikes, such as at index 10 (0.126) and index 23 (0.13), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent trend. However, there are multiple instances of sudden spikes, such as at index 10 (0.126) and index 23 (0.13), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "2617": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 90, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 90, which deviates from the earlier"
+    },
+    "2621": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.58, -1.7, -1.1, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.58, -1.7, -1.1, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2625": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2629": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "2633": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "2637": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2641": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2646": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.34), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., from -0.01 to 2.01), indicating a Drift Anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth (e.g., 1.05 to 2.01), breaking the original linear or oscillatory pattern, which is indicative of a Nonlinear Pattern Anomaly. These anomal",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.34), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., from -0.01 to 2.01), indicating a Drift Anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth (e.g., 1.05 to 2.01), breaking the original linear or oscillatory pattern, which is indicative of a Nonlinear Pattern Anomaly. These anomal"
+    },
+    "2650": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 23 to 26, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 23 to 26, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2654": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 76-79, where the sequence drops sharply to -0.68, -1.0, -0.79, and -0.66, compared to the surrounding values that are relatively stable and close to zero. This sharp drop is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 76-79, where the sequence drops sharply to -0.68, -1.0, -0.79, and -0.66, compared to the surrounding values that are relatively stable and close to zero. This sharp drop is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2658": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "2662": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.56. This indicates a combination of Drift Anomaly, Sudden Flatline Anomaly, and Amplitude Anomaly. However, the most prominent anomaly is the sudden upward drift in the latter part of the sequence.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.56. This indicates a combination of Drift Anomaly, Sudden Flatline Anomaly, and Amplitude Anomaly. However, the most prominent anomaly is the sudden upward drift in the latter part of the sequence.\nActionID: 11"
+    },
+    "2666": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 17, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 17, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2670": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2674": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 48, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 48, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2678": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "2682": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.01, 2.28, 2.46) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.01, 2.28, 2.46) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "2686": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting"
+    },
+    "2690": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2694": {
+        "Thought": "The sequence exhibits a sudden flatline at index 15 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different statistical distribution, indicating a potential change in the underlying process.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 15 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different statistical distribution, indicating a potential change in the underlying process.\nActionID: 10"
+    },
+    "2698": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and index 40-50), followed by recovery and fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and index 40-50), followed by recovery and fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "2702": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 50, where the values jump from the range of approximately 120-130 to much higher values (e.g., 153.8, 163.8, 173.8, 183.8, 193.8, 203.8). This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 50, where the values jump from the range of approximately 120-130 to much higher values (e.g., 153.8, 163.8, 173.8, 183.8, 193.8, 203.8). This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2706": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 26 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 26 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+    },
+    "2710": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "2714": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, there is a significant deviation in the latter part of the sequence (e.g., -0.13, -0.14, -0.15, -0.16), which suggests a Continuous Segment An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, there is a significant deviation in the latter part of the sequence (e.g., -0.13, -0.14, -0.15, -0.16), which suggests a Continuous Segment An"
+    },
+    "2718": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2723": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anom"
+    },
+    "2727": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 27, there is a sudden and significant drop in values, reaching a new lower range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting at index 27, there is a sudden and significant drop in values, reaching a new lower range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2731": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 16, where the values jump from the range of approximately 3.0 to 3.5 to a much higher range (e.g., 5.0, 5.5, 6.0, 6.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After index 27, the values return to the original range, suggesting a temporary disruption. This is indicative of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 16, where the values jump from the range of approximately 3.0 to 3.5 to a much higher range (e.g., 5.0, 5.5, 6.0, 6.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After index 27, the values return to the original range, suggesting a temporary disruption. This is indicative of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2735": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 3 (-1477.77), which deviates sharply from the surrounding values. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 3 (-1477.77), which deviates sharply from the surrounding values. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2739": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting from index 41, the sequence exhibits a sudden and sharp drop in values, deviating significantly from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting from index 41, the sequence exhibits a sudden and sharp drop in values, deviating significantly from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.\nActionID: 4"
+    },
+    "2743": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 83, there is a significant nonlinear increase in values, peaking at 5.11, which deviates from the previous pattern. This is followed by a gradual decline and a return to smaller fluctuations. The nonlinear growth and erratic behavior indicate a disruption in the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 83, there is a significant nonlinear increase in values, peaking at 5.11, which deviates from the previous pattern. This is followed by a gradual decline and a return to smaller fluctuations. The nonlinear growth and erratic behavior indicate a disruption in the normal ECG pattern.\nActionID: 14"
+    },
+    "2747": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "2751": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2755": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2759": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "2763": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2767": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Additionally, there is a significant nonlinear pattern starting around index 75, where the values increase rapidly to a peak (e.g., 1.18 at index 81) and then decrease in a nonlinear manner. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows irregular fluctuations in amplitude and distribution, which could",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Additionally, there is a significant nonlinear pattern starting around index 75, where the values increase rapidly to a peak (e.g., 1.18 at index 81) and then decrease in a nonlinear manner. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows irregular fluctuations in amplitude and distribution, which could"
+    },
+    "2771": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting at index 11, where the values rapidly increase from a negative range to a peak of 1.56, followed by a gradual return to a more stable range. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal fluctuation pattern before stabilizing. Additionally, the sequence shows irregular fluctuations and deviations in the later part, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting at index 11, where the values rapidly increase from a negative range to a peak of 1.56, followed by a gradual return to a more stable range. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal fluctuation pattern before stabilizing. Additionally, the sequence shows irregular fluctuations and deviations in the later part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "2775": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -2000 to -3000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -2000 to -3000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2779": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 16 (-1.18) and index 17 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 16 (-1.18) and index 17 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2783": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,"
+    },
+    "2787": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2791": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2795": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "2799": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2803": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "2807": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 33, there is a sudden and significant increase in values, peaking at 55.21. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 33, there is a sudden and significant increase in values, peaking at 55.21. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2811": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "2815": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (10.0) and a sharp increase to 15.0 at index 16. This is followed by a nonlinear pattern of exponential growth starting at index 20, where the values increase rapidly to 29.0 at index 23. Afterward, the sequence stabilizes and fluctuates within a narrower range. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent stabilization.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (10.0) and a sharp increase to 15.0 at index 16. This is followed by a nonlinear pattern of exponential growth starting at index 20, where the values increase rapidly to 29.0 at index 23. Afterward, the sequence stabilizes and fluctuates within a narrower range. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent stabilization.\nActionID: 14"
+    },
+    "2819": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2823": {
+        "Thought": "The sequence exhibits a consistent and smooth decline in values over time, with no abrupt changes, spikes, or disruptions. The fluctuations are within a reasonable range, and the overall trend appears natural and expected for an environment-sensor domain. There are no indications of anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent and smooth decline in values over time, with no abrupt changes, spikes, or disruptions. The fluctuations are within a reasonable range, and the overall trend appears natural and expected for an environment-sensor domain. There are no indications of anomalies.\nActionID: 0"
+    },
+    "2827": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "2831": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2835": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations that resemble a normal ECG signal, with no significant deviations, disruptions, or anomalies. The sequence follows expected behavior for the domain of Healthcare-ECG, including periodic spikes and dips, which are characteristic of normal physiological activity. There are no irregularities or abnormal patterns observed.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations that resemble a normal ECG signal, with no significant deviations, disruptions, or anomalies. The sequence follows expected behavior for the domain of Healthcare-ECG, including periodic spikes and dips, which are characteristic of normal physiological activity. There are no irregularities or abnormal patterns observed.\nActionID: 0"
+    },
+    "2839": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2843": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.0, -1.23, -1.01). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.0, -1.23, -1.01). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden"
+    },
+    "2847": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.18 to 0.48 to -0.68 to -1.08). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The presence of these anomalies disrupts the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.18 to 0.48 to -0.68 to -1.08). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The presence of these anomalies disrupts the normal ECG pattern.\nActionID: 14"
+    },
+    "2851": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2855": {
+        "Thought": "The time series exhibits a sudden and extreme spike at index 83 (value 0.73), followed by a sharp drop to -0.49 and -0.78, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to it. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme spike at index 83 (value 0.73), followed by a sharp drop to -0.49 and -0.78, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to it. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "2859": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "2863": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 23, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 23, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+    },
+    "2867": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "2871": {
+        "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are multiple instances of sudden spikes, such as at index 16 (67.0) and index 23 (68.0), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are multiple instances of sudden spikes, such as at index 16 (67.0) and index 23 (68.0), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "2875": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a steep drop to -1.04 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a steep drop to -1.04 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2879": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 19, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 19, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "2883": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.71), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2887": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 and 30, where the values jump to 13651.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 and 30, where the values jump to 13651.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "2891": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2895": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, with a sharp increase to 0.58 followed by a drastic drop to -0.98 and -1.23, which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 80 to 87 shows a significant upward drift in values, peaking at 1.72, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, with a sharp increase to 0.58 followed by a drastic drop to -0.98 and -1.23, which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 80 to 87 shows a significant upward drift in values, peaking at 1.72, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a"
+    },
+    "2899": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.27 and 0.51, and the drop to -0.57 and -1.11, which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.27 and 0.51, and the drop to -0.57 and -1.11, which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.\nActionID: 12"
+    },
+    "2903": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2907": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 20, there is a sharp and nonlinear decline, followed by a recovery and subsequent fluctuations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 20, there is a sharp and nonlinear decline, followed by a recovery and subsequent fluctuations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2911": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 91 (0.28) and a sharp drop at index 92 (-0.48), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some recovery and stabilization afterward, but the sharp spike and drop are the most prominent anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 91 (0.28) and a sharp drop at index 92 (-0.48), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some recovery and stabilization afterward, but the sharp spike and drop are the most prominent anomalies.\nActionID: 12"
+    },
+    "2915": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2919": {
+        "Thought": "The sequence exhibits a sudden spike at index 4 (value 40.94) and index 5 (value 40.94), which are significantly higher than the surrounding values that generally range between 28 and 33. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 4 (value 40.94) and index 5 (value 40.94), which are significantly higher than the surrounding values that generally range between 28 and 33. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+    },
+    "2923": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1288.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1288.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+    },
+    "2927": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.09) and a significant outlier (-0.51). This is followed by a recovery and a gradual upward drift, indicating a combination of sudden spikes, amplitude anomalies, and drift anomalies. The sharp drop and recovery are particularly indicative of sudden spikes and amplitude anomalies. Additionally, the overall pattern of the sequence changes significantly, suggesting a pattern change anomaly.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.09) and a significant outlier (-0.51). This is followed by a recovery and a gradual upward drift, indicating a combination of sudden spikes, amplitude anomalies, and drift anomalies. The sharp drop and recovery are particularly indicative of sudden spikes and amplitude anomalies. Additionally, the overall pattern of the sequence changes significantly, suggesting a pattern change anomaly.\nActionID: 7"
+    },
+    "2931": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests significant disruptions in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these anomalies suggests significant disruptions in the ECG signal.\nActionID: 12"
+    },
+    "2935": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+    },
+    "2939": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2943": {
+        "Thought": "The sequence initially remains constant at -1.0 for a long duration, indicating a flatline. However, starting at index 56, the values abruptly shift to a new range (around 6.0 to 6.66), breaking the flatline and introducing a new pattern. This indicates a sudden and significant change in the statistical properties of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially remains constant at -1.0 for a long duration, indicating a flatline. However, starting at index 56, the values abruptly shift to a new range (around 6.0 to 6.66), breaking the flatline and introducing a new pattern. This indicates a sudden and significant change in the statistical properties of the sequence.\nActionID: 4"
+    },
+    "2947": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 98 (value 0.53) and a sharp drop at index 99 (value -0.48), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 98 (value 0.53) and a sharp drop at index 99 (value -0.48), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.\nActionID: 12"
+    },
+    "2951": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2955": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 24 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear pattern with fluctuations and irregularities, deviating from the original trend. The presence of these anomalies suggests a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 24.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 24 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear pattern with fluctuations and irregularities, deviating from the original trend. The presence of these anomalies suggests a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 24.\nActionID: 12"
+    },
+    "2959": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (3968.34) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (3968.34) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "2963": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2967": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.2, 1.56, 1.92, 2.11, 2.48) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.2, 1.56, 1.92, 2.11, 2.48) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -"
+    },
+    "2971": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2975": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 8 (0.28) and index 9 (0.46), followed by a sharp drop at index 10 (-0.38) and index 11 (-1.38), indicating a sudden spike anomaly. Additionally, the segment from index 8 to 11 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Furthermore, the overall pattern of the sequence changes significantly, with nonlinear fluctuations and irregularities, particularly in the later part of the sequence, indicating a nonlinear pattern anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 8 (0.28) and index 9 (0.46), followed by a sharp drop at index 10 (-0.38) and index 11 (-1.38), indicating a sudden spike anomaly. Additionally, the segment from index 8 to 11 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Furthermore, the overall pattern of the sequence changes significantly, with nonlinear fluctuations and irregularities, particularly in the later part of the sequence, indicating a nonlinear pattern anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular"
+    },
+    "2979": {
+        "Thought": "The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "2983": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61), followed by a sharp drop to -0.48 and -0.68, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61), followed by a sharp drop to -0.48 and -0.68, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern"
+    },
+    "2987": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2991": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.24, 0.46, -0.58, -1.5), followed by a recovery to a more stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.22), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the most",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.24, 0.46, -0.58, -1.5), followed by a recovery to a more stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.22), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the most"
+    },
+    "2995": {
+        "Thought": "The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a significant downward shift starting at index 16, where the values stabilize around a lower range (approximately 110-120). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 140-160) but then exhibits a significant downward shift starting at index 16, where the values stabilize around a lower range (approximately 110-120). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2999": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.49, -1.11). This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with irregularities in ECG signals, such as arrhythmias or artifacts.\nActionID: 12"
+    },
+    "3003": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 6.9 and eventually stabilizing near 5.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 6.9 and eventually stabilizing near 5.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "3007": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3011": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3015": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42, 0.51) after the spike, deviating from the original trend, which suggests a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42, 0.51) after the spike, deviating from the original trend, which suggests a Non"
+    },
+    "3019": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "3023": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.64), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.76, 1.0, 1.26, 1.44, 1.68), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.64), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.76, 1.0, 1.26, 1.44, 1.68), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad"
+    },
+    "3027": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, periodic disruption, trend change, or other specific anomaly types. The sequence appears to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, it does not exhibit any abnormal behavior.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, periodic disruption, trend change, or other specific anomaly types. The sequence appears to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, it does not exhibit any abnormal behavior.\nActionID: 0"
+    },
+    "3031": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 91 (value 0.28) and index 92 (value 0.46), followed by a sharp drop to -1.21 at index 93 and -1.41 at index 94. These extreme deviations disrupt the normal pattern of the sequence. Additionally, the sequence shows a nonlinear recovery and stabilization afterward, deviating from the original trend. This combination of sudden spikes and nonlinear changes suggests a complex anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 91 (value 0.28) and index 92 (value 0.46), followed by a sharp drop to -1.21 at index 93 and -1.41 at index 94. These extreme deviations disrupt the normal pattern of the sequence. Additionally, the sequence shows a nonlinear recovery and stabilization afterward, deviating from the original trend. This combination of sudden spikes and nonlinear changes suggests a complex anomaly.\nActionID: 14"
+    },
+    "3035": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3039": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease, then show a sharp drop around index 10, followed by a recovery and another sharp drop around index 20. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease, then show a sharp drop around index 10, followed by a recovery and another sharp drop around index 20. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3043": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "3047": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3051": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a sharp increase starting at index 10, peaking at index 13, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a sharp increase starting at index 10, peaking at index 13, and then stabilizing with minor fluctuations. This indicates a significant change in the long-term trend of the time series.\nActionID: 3"
+    },
+    "3055": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "3059": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a sharp recovery, which is indicative of a Sudden Spike Anomaly. Additionally, starting from index 80, there is a significant upward drift in values, peaking at 2.56, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 80-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a sharp recovery, which is indicative of a Sudden Spike Anomaly. Additionally, starting from index 80, there is a significant upward drift in values, peaking at 2.56, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 80-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "3063": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.01, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.06), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.01, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.06), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "3067": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.44), which disrupt the normal pattern. These abrupt changes are characteristic of sudden spikes or drops in the data. Additionally, the sequence exhibits irregular fluctuations afterward, but the most prominent anomaly is the sudden spike and drop.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.44), which disrupt the normal pattern. These abrupt changes are characteristic of sudden spikes or drops in the data. Additionally, the sequence exhibits irregular fluctuations afterward, but the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+    },
+    "3071": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "3075": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.51 to -0.74), followed by a recovery to a stable pattern. Later, there is another significant spike and drop (e.g., 0.28 to 0.78 to 1.38 to 1.64 to 1.84 to 2.02 to 2.11 to 2.28 to 2.36 to 2.46 to 2.56 to 2.64 to 2.72 to 2.8), which disrupts",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.51 to -0.74), followed by a recovery to a stable pattern. Later, there is another significant spike and drop (e.g., 0.28 to 0.78 to 1.38 to 1.64 to 1.84 to 2.02 to 2.11 to 2.28 to 2.36 to 2.46 to 2.56 to 2.64 to 2.72 to 2.8), which disrupts"
+    },
+    "3079": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "3083": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "3087": {
+        "Thought": "The time series exhibits multiple irregularities. At index 13, there is a sudden spike (0.226) that deviates significantly from the surrounding values. Additionally, at index 19, there is another spike (0.406) followed by a sharp drop to 0.062 and 0.032, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of temporary disruptions in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities. At index 13, there is a sudden spike (0.226) that deviates significantly from the surrounding values. Additionally, at index 19, there is another spike (0.406) followed by a sharp drop to 0.062 and 0.032, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of temporary disruptions in the sequence.\nActionID: 12"
+    },
+    "3091": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3095": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3099": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3103": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "3107": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "3111": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3115": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series. This behavior is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "3119": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a fluctuating pattern with irregular oscillations, and finally, there is a sharp upward trend starting around index 40, followed by a peak and subsequent decline. This behavior indicates a nonlinear pattern breaking the original trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a fluctuating pattern with irregular oscillations, and finally, there is a sharp upward trend starting around index 40, followed by a peak and subsequent decline. This behavior indicates a nonlinear pattern breaking the original trend.\nActionID: 14"
+    },
+    "3123": {
+        "Thought": "The time series exhibits a nonlinear pattern with fluctuations that deviate from a consistent trend. The sequence shows irregular changes in amplitude and direction, with no clear linear or periodic behavior. For example, there are segments where the values rise and fall in a nonlinear manner, such as the transition from -0.24 to 0.14 and then to 0.36, followed by a drop to -0.24. This indicates a significant deviation from a linear or predictable pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with fluctuations that deviate from a consistent trend. The sequence shows irregular changes in amplitude and direction, with no clear linear or periodic behavior. For example, there are segments where the values rise and fall in a nonlinear manner, such as the transition from -0.24 to 0.14 and then to 0.36, followed by a drop to -0.24. This indicates a significant deviation from a linear or predictable pattern.\nActionID: 14"
+    },
+    "3127": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 19 (0.28) and index 20 (0.46), followed by a sharp drop at index 21 (-0.38) and index 22 (-0.68), indicating sudden spikes and drops. Additionally, there is a significant nonlinear pattern starting around index 87, where the values increase rapidly to a peak (e.g., 1.36 at index 91) and then decrease, deviating from the original trend. This suggests a combination of sudden spikes and nonlinear pattern anomalies.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 19 (0.28) and index 20 (0.46), followed by a sharp drop at index 21 (-0.38) and index 22 (-0.68), indicating sudden spikes and drops. Additionally, there is a significant nonlinear pattern starting around index 87, where the values increase rapidly to a peak (e.g., 1.36 at index 91) and then decrease, deviating from the original trend. This suggests a combination of sudden spikes and nonlinear pattern anomalies.\nActionID: 14"
+    },
+    "3131": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0",
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0",
+        "ParseError": "unrecognized_action_id"
+    },
+    "3135": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "3139": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.34, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.34, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+    },
+    "3143": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.14, -0.34, -0.36). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.14, -0.34, -0.36). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "3147": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and significant drop in values, followed by a recovery, which could indicate a Sudden Spike Anomaly. Additionally, starting from index 72, there is a sharp upward trend leading to a peak at index 77, followed by a gradual decline, which suggests a Trend Change Anomaly. The sequence also shows irregular fluctuations in amplitude and patterns, which could indicate a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or other cardiac events.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and significant drop in values, followed by a recovery, which could indicate a Sudden Spike Anomaly. Additionally, starting from index 72, there is a sharp upward trend leading to a peak at index 77, followed by a gradual decline, which suggests a Trend Change Anomaly. The sequence also shows irregular fluctuations in amplitude and patterns, which could indicate a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or other cardiac events.\nActionID: 7"
+    },
+    "3151": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 13 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 13 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3155": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3159": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "3163": {
+        "Thought": "The sequence exhibits a sudden flatline at index 53 with a value of 0.0, which is an abrupt deviation from the surrounding values that range between approximately 6.8 and 7.8. This flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 53 with a value of 0.0, which is an abrupt deviation from the surrounding values that range between approximately 6.8 and 7.8. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "3167": {
+        "Thought": "The time series exhibits multiple patterns of anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 0.24) and a sharp increase at index 30 (value 0.4). This is followed by a nonlinear growth pattern starting at index 31, where the values increase exponentially, peaking at index 34 (value 0.96). Afterward, the sequence transitions into a fluctuating pattern with a gradual downward drift. The combination of these behaviors suggests a nonlinear pattern anomaly, as the sequence deviates significantly from a linear or consistent trend.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple patterns of anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 0.24) and a sharp increase at index 30 (value 0.4). This is followed by a nonlinear growth pattern starting at index 31, where the values increase exponentially, peaking at index 34 (value 0.96). Afterward, the sequence transitions into a fluctuating pattern with a gradual downward drift. The combination of these behaviors suggests a nonlinear pattern anomaly, as the sequence deviates significantly from a linear or consistent trend.\nActionID: 1"
+    },
+    "3171": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around index 16 to 20, where the values stabilize near zero with minimal fluctuations. Afterward, there is a sudden spike at index 87 (value 0.22) and a subsequent extreme drop at index 88 (value -1.38), followed by a recovery. This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which significantly deviates from the expected pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around index 16 to 20, where the values stabilize near zero with minimal fluctuations. Afterward, there is a sudden spike at index 87 (value 0.22) and a subsequent extreme drop at index 88 (value -1.38), followed by a recovery. This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which significantly deviates from the expected pattern.\nActionID: 12"
+    },
+    "3175": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3179": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3183": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "3187": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3191": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3195": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 13 (value 173.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 13 (value 173.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3199": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3203": {
+        "Thought": "The time series exhibits multiple sudden spikes in values, such as at indices 10 (43.28), 11 (50.0), 12 (50.0), 13 (50.0), 14 (50.0), 15 (50.0), 16 (50.0), 17 (50.0), 18 (50.0), 19 (50.0), 20 (50.0), 21 (50.0), 22 (50.0), 23 (50.0), 24 (50.0), 25 (5",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple sudden spikes in values, such as at indices 10 (43.28), 11 (50.0), 12 (50.0), 13 (50.0), 14 (50.0), 15 (50.0), 16 (50.0), 17 (50.0), 18 (50.0), 19 (50.0), 20 (50.0), 21 (50.0), 22 (50.0), 23 (50.0), 24 (50.0), 25 (5"
+    },
+    "3207": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 138.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 138.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3211": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the long-term trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the long-term trajectory of the time series.\nActionID: 3"
+    },
+    "3215": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3219": {
+        "Thought": "The sequence exhibits a sudden spike in values at index 23 (0.14) and index 24 (0.16), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike in values at index 23 (0.14) and index 24 (0.16), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+    },
+    "3223": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "3227": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1997.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1997.91), which deviates sharply from the surrounding data points. This isolated extreme value disrupts the overall pattern of the sequence.\nActionID: 1"
+    },
+    "3231": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "3235": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 145.0 at index 17 and 153.0 at index 23), abrupt drops (e.g., -10.0 at index 16 and -11.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 145.0 at index 17 and 153.0 at index 23), abrupt drops (e.g., -10.0 at index 16 and -11.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.\nActionID: 8"
+    },
+    "3239": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "3243": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 80, where the values rapidly increase to a peak (e.g., 1.28) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as noise or artifacts. The rest of the sequence appears to follow a relatively stable pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 80, where the values rapidly increase to a peak (e.g., 1.28) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as noise or artifacts. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+    },
+    "3247": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 100 to 200. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, deviating drastically from the surrounding values, which are in the range of 100 to 200. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3251": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 19 (value 1221.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 19 (value 1221.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3255": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3259": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, decline, and recovery, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, decline, and recovery, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3263": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3267": {
+        "Thought": "The time series exhibits fluctuations within a relatively narrow range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values remain consistent with expected sensor readings, and no anomalies such as spikes, flatlines, or distributional changes are observed. This sequence appears to follow a normal environmental sensor behavior.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a relatively narrow range, but there is no clear evidence of a significant deviation, abrupt change, or disruption in the pattern. The values remain consistent with expected sensor readings, and no anomalies such as spikes, flatlines, or distributional changes are observed. This sequence appears to follow a normal environmental sensor behavior.\nActionID: 0"
+    },
+    "3271": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3275": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows irregular fluctuations and deviations from the baseline, suggesting a potential Drift Anomaly. However, the most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows irregular fluctuations and deviations from the baseline, suggesting a potential Drift Anomaly. However, the most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly.\nActionID: 12"
+    },
+    "3279": {
+        "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden transition to a flatline of zeros starting at index 30. This flatline persists for a significant duration, disrupting the normal fluctuations. Toward the end of the sequence, the values begin to recover and exhibit a gradual upward drift. The flatline behavior is the most prominent anomaly in this sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden transition to a flatline of zeros starting at index 30. This flatline persists for a significant duration, disrupting the normal fluctuations. Toward the end of the sequence, the values begin to recover and exhibit a gradual upward drift. The flatline behavior is the most prominent anomaly in this sequence.\nActionID: 10"
+    },
+    "3283": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "3287": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1427.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1427.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3291": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3295": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.13). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values"
+    },
+    "3299": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3303": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.46, 0.52, 0.64, 0.72, 0.84, 0.92, 1",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.36, 0.46, 0.52, 0.64, 0.72, 0.84, 0.92, 1"
+    },
+    "3307": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,"
+    },
+    "3311": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 16, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 16, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.\nActionID: 3"
+    },
+    "3315": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3319": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 16 (0.28) followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68), indicating a sudden spike anomaly. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a gradual decline. This suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 76-80, deviating from the original linear or periodic patterns. These combined behaviors",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 16 (0.28) followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68), indicating a sudden spike anomaly. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a gradual decline. This suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 76-80, deviating from the original linear or periodic patterns. These combined behaviors"
+    },
+    "3323": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+    },
+    "3327": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "3331": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 30, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 30, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3335": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "3339": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+    },
+    "3343": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+    },
+    "3347": {
+        "Thought": "The value 12652.0 at index 3 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 12652.0 at index 3 is an extreme outlier compared to the surrounding values, which mostly range between 3000 and 4000. This single data point significantly deviates from the local and global pattern of the sequence, making it an isolated anomaly.\nActionID: 1"
+    },
+    "3351": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3355": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "3359": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a gradual drift away from the initial level.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a gradual drift away from the initial level.\nActionID: 11"
+    },
+    "3363": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 27, where the values decrease sharply from around 1200 to 900 and then further to 700. This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 27, where the values decrease sharply from around 1200 to 900 and then further to 700. This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly.\nActionID: 12"
+    },
+    "3367": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "3371": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3375": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.72, -0.67) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -0.72, -0.67) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+    },
+    "3379": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "3383": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "3387": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable downward drift in the values, followed by a recovery and a gradual upward drift. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable downward drift in the values, followed by a recovery and a gradual upward drift. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3391": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 23 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 23 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3395": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 112 (0.28) and a subsequent drop to -0.38, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. This behavior is characteristic of Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 112 (0.28) and a subsequent drop to -0.38, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. This behavior is characteristic of Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3399": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 26, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 26, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+    },
+    "3403": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3407": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 57 to 60, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 57 to 60, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3411": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3415": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and index 50-55), and the sequence does not follow a consistent trend or periodicity. These characteristics suggest a disruption in the overall pattern of the time series.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and index 50-55), and the sequence does not follow a consistent trend or periodicity. These characteristics suggest a disruption in the overall pattern of the time series.\nActionID: 7"
+    },
+    "3419": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and index 40-50), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 20-25 and index 40-50), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "3423": {
+        "Thought": "The sequence initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3427": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "3431": {
+        "Thought": "The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 11-13 and 43-45) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal values, indicating a disruption in the expected behavior of the sensor data. This pattern suggests repeated occurrences of flatline behavior.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 11-13 and 43-45) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal values, indicating a disruption in the expected behavior of the sensor data. This pattern suggests repeated occurrences of flatline behavior.\nActionID: 9"
+    },
+    "3435": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3439": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.72) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.72) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom"
+    },
+    "3443": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 50.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 50.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3447": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The values appear to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, the sequence does not exhibit any specific anomaly type.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The values appear to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, the sequence does not exhibit any specific anomaly type.\nActionID: 0"
+    },
+    "3451": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3455": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.18 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 to 90), which is characteristic of a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.18 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 to 90), which is characteristic of a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3459": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1.021), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1.021), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3463": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3467": {
+        "Thought": "The time series exhibits a sudden and significant spike in values around indices 33-37, where the values rapidly increase from 0.06 to 1.38 and then return to a lower range. This behavior is characteristic of a sudden spike anomaly, as the spike disrupts the normal fluctuation pattern of the sequence. Additionally, the sequence shows a gradual return to a more stable pattern after the spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike in values around indices 33-37, where the values rapidly increase from 0.06 to 1.38 and then return to a lower range. This behavior is characteristic of a sudden spike anomaly, as the spike disrupts the normal fluctuation pattern of the sequence. Additionally, the sequence shows a gradual return to a more stable pattern after the spike.\nActionID: 12"
+    },
+    "3471": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.09), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.07, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.09), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+        "ParseError": "unrecognized_action_id"
+    },
+    "3475": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier stable pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 32, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier stable pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.\nActionID: 14"
+    },
+    "3479": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "3483": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 10-13, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.2, -0.92, -0.76). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 10-13, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.2, -0.92, -0.76). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+    },
+    "3487": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 72, where the values increase exponentially (e.g., 0.78, 1.0, 1.38, 1.68, 1.96), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a gradual drift",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-0.68), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 72, where the values increase exponentially (e.g., 0.78, 1.0, 1.38, 1.68, 1.96), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a gradual drift"
+    },
+    "3491": {
+        "Thought": "The sequence exhibits a sudden spike at index 5 (value 30.95), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 5 (value 30.95), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3495": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1395.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1395.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3499": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "3503": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 23 (value 1.06), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations with no clear pattern, and there are segments of repeated values (e.g., 1.36 from index 33 to 36 and 1.38 from index 56 to 59). Additionally, there are abrupt changes in the statistical properties of the sequence, such as the mean and variance, indicating a significant shift in the data behavior. These characteristics suggest a combination of anomalies, including a Sudden Spike",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual upward drift in values, followed by a sudden spike at index 23 (value 1.06), which disrupts the sequence. Afterward, the sequence shows irregular fluctuations with no clear pattern, and there are segments of repeated values (e.g., 1.36 from index 33 to 36 and 1.38 from index 56 to 59). Additionally, there are abrupt changes in the statistical properties of the sequence, such as the mean and variance, indicating a significant shift in the data behavior. These characteristics suggest a combination of anomalies, including a Sudden Spike",
+        "ParseError": "unrecognized_action_id"
+    },
+    "3507": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 12.2 to 12.6), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a new range (around 12.2 to 12.6), showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.\nActionID: 4"
+    },
+    "3511": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "3515": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 100, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 100, which deviates from the"
+    },
+    "3519": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 43, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 43, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+    },
+    "3523": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values increase significantly (e.g., around index 16-20 and index 46-50), followed by sharp drops and irregular oscillations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values increase significantly (e.g., around index 16-20 and index 46-50), followed by sharp drops and irregular oscillations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "3527": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the"
+    },
+    "3531": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "3535": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 1365.61), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 1365.61), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3539": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3543": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.59, 2.96) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.59, 2.96) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "3547": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.7 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.7 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "3551": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (14.0) appear sporadically at indices 12 and 59, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (14.0) appear sporadically at indices 12 and 59, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+    },
+    "3555": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "3559": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.41, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.02, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with irregular fluctuations and exponential-like growth in certain segments, breaking the original linear or periodic pattern, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.41, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.02, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with irregular fluctuations and exponential-like growth in certain segments, breaking the original linear or periodic pattern, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal"
+    },
+    "3563": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.36, 1.52, 1.76) starting around index 100, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.36, 1.52, 1.76) starting around index 100, which deviates from the"
+    },
+    "3567": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3571": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3575": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -0"
+    },
+    "3579": {
+        "Thought": "The time series exhibits a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values from the beginning, reaching a low point around index 15, followed by a recovery and fluctuation. This gradual deviation from the normal level indicates a drift anomaly.\nActionID: 11"
+    },
+    "3583": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36, 1.38, 1.36, 1.38) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36, 1.38, 1.36, 1.38) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.\nActionID: 10"
+    },
+    "3588": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then show a sharp drop around index 20, followed by a recovery and a gradual increase. This behavior indicates a nonlinear pattern that breaks the original trend and introduces irregular fluctuations.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then show a sharp drop around index 20, followed by a recovery and a gradual increase. This behavior indicates a nonlinear pattern that breaks the original trend and introduces irregular fluctuations.\nActionID: 14"
+    },
+    "3592": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "3596": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual drift downward (e.g., -0.02",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual drift downward (e.g., -0.02"
+    },
+    "3600": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which deviates significantly from the surrounding data, indicating a Sudden Spike Anomaly. Additionally, starting from index 74, there is a gradual and consistent upward drift in values (e.g., 0.62, 0.92, 1.1, 1.36, 1.68, 1.96, 2.11), followed by a return to lower values, which suggests a Drift Anomaly. These anomalies disrupt",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and extreme drop in values (e.g., -1.22, -1.58), which deviates significantly from the surrounding data, indicating a Sudden Spike Anomaly. Additionally, starting from index 74, there is a gradual and consistent upward drift in values (e.g., 0.62, 0.92, 1.1, 1.36, 1.68, 1.96, 2.11), followed by a return to lower values, which suggests a Drift Anomaly. These anomalies disrupt"
+    },
+    "3604": {
+        "Thought": "The sequence exhibits a sudden and significant spike at the last two data points (12.14 and 12.12), which deviate drastically from the preceding values that generally range between 8.5 and 10.8. This indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at the last two data points (12.14 and 12.12), which deviate drastically from the preceding values that generally range between 8.5 and 10.8. This indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3608": {
+        "Thought": "The value 52.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 32 and 37. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 52.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 32 and 37. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "3612": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3616": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 23, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 23, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3620": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "3624": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "3628": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "3632": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 16 (value 1558.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 16 (value 1558.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3636": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16). This is indicative of a Sudden Spike Anomaly. Additionally, at index 41, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. Later in the sequence, starting around index 115, there is a significant upward drift (e.g., 0.1, 0.16",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16). This is indicative of a Sudden Spike Anomaly. Additionally, at index 41, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. Later in the sequence, starting around index 115, there is a significant upward drift (e.g., 0.1, 0.16"
+    },
+    "3640": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable shift in the statistical properties, with the values becoming more variable and exhibiting a different range and distribution. This indicates a significant change in the statistical characteristics of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable shift in the statistical properties, with the values becoming more variable and exhibiting a different range and distribution. This indicates a significant change in the statistical characteristics of the sequence.\nActionID: 4"
+    },
+    "3644": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3648": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3652": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.4, -1.66, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.4, -1.66, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "3656": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3660": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 93 (-1.28) and index 94 (-1.41), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 93 (-1.28) and index 94 (-1.41), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3664": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., from -0.01 to -0.12), indicating a Drift",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., from -0.01 to -0.12), indicating a Drift"
+    },
+    "3668": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.17, 0.22, 0.27, 0.34, 0.41, 0.51, 0.61, 0.72, 0.8",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.17, 0.22, 0.27, 0.34, 0.41, 0.51, 0.61, 0.72, 0.8"
+    },
+    "3672": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3676": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.46), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.38), indicating a sudden spike anomaly. Additionally, the segment from index 7 to 10 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Later in the sequence, starting around index 80, there is a nonlinear increase in values, peaking at index 87 (2.08), followed by a gradual decline, indicating a nonlinear pattern anomaly. These anomalies collectively dis",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.46), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.38), indicating a sudden spike anomaly. Additionally, the segment from index 7 to 10 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Later in the sequence, starting around index 80, there is a nonlinear increase in values, peaking at index 87 (2.08), followed by a gradual decline, indicating a nonlinear pattern anomaly. These anomalies collectively dis"
+    },
+    "3680": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.64), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.76, 1.0, 1.26, 1.44, 1.68), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-0.38) and index 13 (-0.64), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern starting around index 75, where the values increase exponentially (e.g., 0.76, 1.0, 1.26, 1.44, 1.68), deviating from the previous trend. This is followed by a return to a more stable pattern. The sequence also shows a grad"
+    },
+    "3684": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3688": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep decline to -1.08 and -1.21. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep decline to -1.08 and -1.21. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3692": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3696": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "3700": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3704": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 63 to 66, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3708": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 123.0 to -13.0, followed by a recovery to 112.0, and then another drop to -113.0. These abrupt changes in the mean and variance indicate a disruption in the sequence's statistical properties. This suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties at multiple points. For example, there is a sharp drop from 123.0 to -13.0, followed by a recovery to 112.0, and then another drop to -113.0. These abrupt changes in the mean and variance indicate a disruption in the sequence's statistical properties. This suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "3712": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3716": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3720": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.22, -0.92, -0.78). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting the classification as a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.22, -0.92, -0.78). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, further supporting the classification as a temporary disruption.\nActionID: 12"
+    },
+    "3724": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3728": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.54 to -1.11), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.54 to -1.11), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+    },
+    "3732": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3736": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting around index 40, the sequence exhibits a sudden and sharp drop in values, deviating significantly from the previous pattern. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting around index 40, the sequence exhibits a sudden and sharp drop in values, deviating significantly from the previous pattern. This abrupt change in the statistical properties of the sequence indicates a change point anomaly.\nActionID: 4"
+    },
+    "3740": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 1.0, 2.0, 3.0) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 1.0, 2.0, 3.0) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.\nActionID: 9"
+    },
+    "3744": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "3748": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3752": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 4.382, 4.382, 4.382) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 4.382, 4.382, 4.382) that disrupt the normal fluctuation pattern. These repeated values appear in clusters, breaking the expected variability of the time series.\nActionID: 9"
+    },
+    "3756": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 7 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 7 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3760": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "3764": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3768": {
+        "Thought": "The time series exhibits a sudden and extreme spike at index 91 (value 0.68) followed by a sharp drop to -0.41 and -0.68, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to the baseline. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme spike at index 91 (value 0.68) followed by a sharp drop to -0.41 and -0.68, which significantly deviates from the surrounding values. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates from the normal range before returning to the baseline. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "3772": {
+        "Thought": "The time series initially exhibits a decreasing trend, followed by a sudden and sharp increase starting at index 23, where the values rise dramatically to a peak (e.g., 10.0, 10.5, 11.0, 11.5, 12.0, 12.5). This is followed by a gradual decline and stabilization. The sharp increase and subsequent stabilization indicate a significant deviation from the original trend, suggesting a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a decreasing trend, followed by a sudden and sharp increase starting at index 23, where the values rise dramatically to a peak (e.g., 10.0, 10.5, 11.0, 11.5, 12.0, 12.5). This is followed by a gradual decline and stabilization. The sharp increase and subsequent stabilization indicate a significant deviation from the original trend, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3776": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3780": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "3784": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3788": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3792": {
+        "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden and extreme spike at index 59 (value 0.44), which deviates significantly from the surrounding values. This spike is followed by a return to the previous range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden and extreme spike at index 59 (value 0.44), which deviates significantly from the surrounding values. This spike is followed by a return to the previous range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "3796": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values at index 13 (1.38) and index 14 (0.68), deviating sharply from the surrounding values, which are generally in the range of 1.5 to 2.0. This indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values at index 13 (1.38) and index 14 (0.68), deviating sharply from the surrounding values, which are generally in the range of 1.5 to 2.0. This indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3800": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "3804": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.51), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.51), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3808": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.\nActionID: 11"
+    },
+    "3812": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "3816": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "3820": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3824": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "3828": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "3832": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 16, there is a noticeable upward shift in the values, with a new range forming around 37-43. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 30-35. However, starting at index 16, there is a noticeable upward shift in the values, with a new range forming around 37-43. This indicates a significant change in the statistical properties, such as the mean and variance, of the sequence. This abrupt shift suggests a change point anomaly.\nActionID: 4"
+    },
+    "3836": {
+        "Thought": "The sequence initially shows a gradual increase in values, followed by a sudden and significant spike at index 16 (11.5), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase in values, followed by a sudden and significant spike at index 16 (11.5), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3840": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.3, 2.11, 2.56, 2.92) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.3, 2.11, 2.56, 2.92) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "3844": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3848": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop (-0.68, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3852": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3856": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 193.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 193.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3860": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3864": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3868": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+    },
+    "3872": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.6, 2.92, 4.06) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.6, 2.92, 4.06) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "3876": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.09, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.11). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but shows",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.09, 0.1), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.42) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.11). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but shows"
+    },
+    "3880": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 20 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 20 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+    },
+    "3884": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3888": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.78, -1.02). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.78, -1.02). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally"
+    },
+    "3892": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "3896": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "3900": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with a gradual increase and decrease, followed by a flatline-like behavior with minimal fluctuations around zero. However, starting at index 64, there is a sudden and significant spike in values, reaching a peak of 1.64, followed by a rapid decline and oscillations. This behavior deviates from the expected ECG pattern and indicates a sudden disruption in the sequence. The spike and subsequent oscillations suggest a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with a gradual increase and decrease, followed by a flatline-like behavior with minimal fluctuations around zero. However, starting at index 64, there is a sudden and significant spike in values, reaching a peak of 1.64, followed by a rapid decline and oscillations. This behavior deviates from the expected ECG pattern and indicates a sudden disruption in the sequence. The spike and subsequent oscillations suggest a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3904": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a nonlinear pattern that deviates from a linear trend. This indicates a significant deviation from the original linear or smooth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a nonlinear pattern that deviates from a linear trend. This indicates a significant deviation from the original linear or smooth pattern.\nActionID: 14"
+    },
+    "3908": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 2.0, 3.61, 4.81), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 2.0, 3.61, 4.81), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic"
+    },
+    "3912": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+    },
+    "3916": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+    },
+    "3920": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3924": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1051.5, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1233.5 to -1051.5, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3928": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "3932": {
+        "Thought": "The sequence exhibits a sudden flatline at index 53 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuations of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 53 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuations of the time series.\nActionID: 10"
+    },
+    "3936": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3940": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then gradually recovers and stabilizes, but the earlier disruptions are the most prominent anomalies.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then gradually recovers and stabilizes, but the earlier disruptions are the most prominent anomalies.\nActionID: 1"
+    },
+    "3944": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3948": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.37 at index 27), abrupt drops (e.g., -125.11 at index 28), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.37 at index 27), abrupt drops (e.g., -125.11 at index 28), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.\nActionID: 8"
+    },
+    "3952": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant outlier (0.28, 0.61) followed by a drastic drop to -1.11 and -1.43, indicating a sudden spike anomaly. Later, the sequence shows a nonlinear growth pattern (e.g., 0.94, 1.9, 2.92, 3.61) and then transitions into a gradual decline, suggesting a non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant outlier (0.28, 0.61) followed by a drastic drop to -1.11 and -1.43, indicating a sudden spike anomaly. Later, the sequence shows a nonlinear growth pattern (e.g., 0.94, 1.9, 2.92, 3.61) and then transitions into a gradual decline, suggesting a non"
+    },
+    "3956": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity and amplitude, such as the sudden increase in values around indices 10-13 and 50-53, which deviate from the expected periodic behavior. This indicates a disruption in the original periodic pattern.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity and amplitude, such as the sudden increase in values around indices 10-13 and 50-53, which deviate from the expected periodic behavior. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+    },
+    "3960": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 72 (0.78) and peaking at index 77 (3.11), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift downward in the later part, particularly from index 80 onward,",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 72 (0.78) and peaking at index 77 (3.11), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift downward in the later part, particularly from index 80 onward,"
+    },
+    "3964": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+    },
+    "3968": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "3972": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic zeros and negative values, followed by a sudden spike to 1.0 at index 20, which is an extreme outlier. Afterward, the sequence transitions into a flatline of zeros starting at index 23, indicating a sudden flatline anomaly. Finally, the sequence ends with a sharp drop to 0.0 at index 27, which is another sudden flatline anomaly. These patterns suggest a combination of sparse anomalies, sudden spikes, and sudden flatline anomalies.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic zeros and negative values, followed by a sudden spike to 1.0 at index 20, which is an extreme outlier. Afterward, the sequence transitions into a flatline of zeros starting at index 23, indicating a sudden flatline anomaly. Finally, the sequence ends with a sharp drop to 0.0 at index 27, which is another sudden flatline anomaly. These patterns suggest a combination of sparse anomalies, sudden spikes, and sudden flatline anomalies.\nActionID: 10"
+    },
+    "3976": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3980": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.72, -1.92, -1.61) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.72 to -1.61. These patterns suggest a combination of Sudden Spike Anomalies and Continuous Segment Anomalies. However, the most prominent anomaly is the sudden extreme drops, which dominate the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.72, -1.92, -1.61) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.72 to -1.61. These patterns suggest a combination of Sudden Spike Anomalies and Continuous Segment Anomalies. However, the most prominent anomaly is the sudden extreme drops, which dominate the sequence.\nActionID: 12"
+    },
+    "3984": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 76 (value 0.21) and a subsequent sharp drop at index 77 (value -1.28), followed by a recovery. This sudden spike and drop disrupt the sequence temporarily, indicating a significant anomaly. Given the domain of Healthcare-ECG, this could represent an abnormal cardiac event such as a sudden arrhythmia or artifact.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 76 (value 0.21) and a subsequent sharp drop at index 77 (value -1.28), followed by a recovery. This sudden spike and drop disrupt the sequence temporarily, indicating a significant anomaly. Given the domain of Healthcare-ECG, this could represent an abnormal cardiac event such as a sudden arrhythmia or artifact.\nActionID: 12"
+    },
+    "3988": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3992": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12760.0) from index 23 to 25, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12760.0) from index 23 to 25, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "3996": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4000": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 72, where the value spikes to 0.58 and then drops sharply to -0.78 and -1.06, before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before stabilizing. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 72, where the value spikes to 0.58 and then drops sharply to -0.78 and -1.06, before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before stabilizing. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+    },
+    "4004": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the overall trend exhibits a gradual drift downward, deviating from the initial level of fluctuation. This indicates a gradual drift away from the normal level.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the overall trend exhibits a gradual drift downward, deviating from the initial level of fluctuation. This indicates a gradual drift away from the normal level.\nActionID: 11"
+    },
+    "4008": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68, 4.09) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68, 4.09) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows"
+    },
+    "4012": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 31, there is a sudden and significant drop in values, deviating from the expected pattern. This abrupt change disrupts the statistical properties of the sequence, indicating a potential anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 31, there is a sudden and significant drop in values, deviating from the expected pattern. This abrupt change disrupts the statistical properties of the sequence, indicating a potential anomaly.\nActionID: 4"
+    },
+    "4016": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 100.0 and eventually reaching 74.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 100.0 and eventually reaching 74.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "4020": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 29.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 29.\nActionID: 12"
+    },
+    "4024": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.36, 1.52, 1.74, 1.96, 2.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.36, 1.52, 1.74, 1.96, 2."
+    },
+    "4028": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.55 followed by a steep drop to -0.78 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.55 followed by a steep drop to -0.78 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "4032": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4036": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12650.0) from index 8 to 10, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12650.0) from index 8 to 10, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "4040": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "4044": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern at index 11, where the value jumps to 0.28 and then to 0.51, followed by a sharp drop to -0.48 and -1.21. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and extreme anomaly. Such behavior is often observed in ECG data during irregular heartbeats or arrhythmias.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at index 11, where the value jumps to 0.28 and then to 0.51, followed by a sharp drop to -0.48 and -1.21. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and extreme anomaly. Such behavior is often observed in ECG data during irregular heartbeats or arrhythmias.\nActionID: 12"
+    },
+    "4048": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16). This is indicative of a Sudden Spike Anomaly. Additionally, at index 39, there is an extreme outlier (-1.38), which is a Point Anomaly. Later, from index 96 onward, the sequence shows a nonlinear growth pattern (e.g., 0.24, 0.42, 0.56, 0.7",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22) followed by a sharp drop (-0.09, -0.14, -0.16). This is indicative of a Sudden Spike Anomaly. Additionally, at index 39, there is an extreme outlier (-1.38), which is a Point Anomaly. Later, from index 96 onward, the sequence shows a nonlinear growth pattern (e.g., 0.24, 0.42, 0.56, 0.7"
+    },
+    "4052": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4056": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "4060": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original stable trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original stable trend.\nActionID: 14"
+    },
+    "4064": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 48 to 56, values increase from 0.06 to 0.28), which is characteristic of a Drift Anomaly. Toward the end, there is another sharp drop (e.g., -0.72, -",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 48 to 56, values increase from 0.06 to 0.28), which is characteristic of a Drift Anomaly. Toward the end, there is another sharp drop (e.g., -0.72, -"
+    },
+    "4068": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 112, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.42, 1.68, 1.96, 2.28) starting around index 112, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "4072": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "4076": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a negative range, then transition into a sharp positive trend, followed by a nonlinear oscillation and a gradual decline. This behavior indicates a deviation from any consistent linear or periodic pattern, suggesting a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a negative range, then transition into a sharp positive trend, followed by a nonlinear oscillation and a gradual decline. This behavior indicates a deviation from any consistent linear or periodic pattern, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4080": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "4084": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden drops (e.g., from 6.2 to 5.86 and from 6.2 to 5.6), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the expected pattern and suggest a significant anomaly in the sequence. The irregularities are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden drops (e.g., from 6.2 to 5.86 and from 6.2 to 5.6), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the expected pattern and suggest a significant anomaly in the sequence. The irregularities are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.\nActionID: 13"
+    },
+    "4088": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12651.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12651.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "4092": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4096": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 56 to 70), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows repeated values (e.g., 0.0, 0.01) disrupting the normal fluct",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 56 to 70), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows repeated values (e.g., 0.0, 0.01) disrupting the normal fluct"
+    },
+    "4100": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "4104": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -0.99, followed by a further drop to -1.28. This is followed by a recovery and a gradual upward drift, indicating a significant deviation from the normal pattern. The extreme drop and subsequent recovery suggest a sudden spike anomaly, which is common in ECG data due to artifacts or irregular heartbeats.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -0.99, followed by a further drop to -1.28. This is followed by a recovery and a gradual upward drift, indicating a significant deviation from the normal pattern. The extreme drop and subsequent recovery suggest a sudden spike anomaly, which is common in ECG data due to artifacts or irregular heartbeats.\nActionID: 12"
+    },
+    "4108": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "4112": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "4116": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4120": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4124": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "4128": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.58 to -1.21), followed by a recovery to a stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.21), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.58 to -1.21), followed by a recovery to a stable pattern. Later, there is a gradual drift in values (e.g., from -0.01 to 0.21), indicating a deviation from the normal level. Additionally, there are nonlinear fluctuations in the latter part of the sequence, breaking the original linear or stable pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the"
+    },
+    "4132": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4136": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.92, 1.16, 1.48, 1.68, 1.96, 2.28) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.92, 1.16, 1.48, 1.68, 1.96, 2.28) starting"
+    },
+    "4140": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.51, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 100 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.51, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 100 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4144": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 83 (value 0.22) and index 84 (value 0.41), followed by a sharp drop to -1.33 at index 85 and -1.51 at index 86. These extreme deviations disrupt the normal pattern of the sequence. Additionally, the sequence shows a nonlinear recovery and stabilization afterward, deviating from the original trend. This combination of sudden spikes and nonlinear changes suggests a complex anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 83 (value 0.22) and index 84 (value 0.41), followed by a sharp drop to -1.33 at index 85 and -1.51 at index 86. These extreme deviations disrupt the normal pattern of the sequence. Additionally, the sequence shows a nonlinear recovery and stabilization afterward, deviating from the original trend. This combination of sudden spikes and nonlinear changes suggests a complex anomaly.\nActionID: 14"
+    },
+    "4148": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "4152": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 24, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 24, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4156": {
+        "Thought": "The time series initially exhibits a consistent upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. However, the overall pattern shows a gradual drift downward in the latter part of the sequence, deviating from the earlier trend. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a consistent upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. However, the overall pattern shows a gradual drift downward in the latter part of the sequence, deviating from the earlier trend. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4160": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1355.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4164": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.08) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but later shows a gradual upward drift (e.g., 0.1, 0.12, 0.14",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.08) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but later shows a gradual upward drift (e.g., 0.1, 0.12, 0.14"
+    },
+    "4168": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4172": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.18 to 0.48 to -0.78 to -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth and decay around indices 80-90, which deviates from the original trend. This suggests a Nonlinear Pattern Anomaly. The presence of these anomalies disrupts the normal ECG pattern",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.18 to 0.48 to -0.78 to -1.11). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth and decay around indices 80-90, which deviates from the original trend. This suggests a Nonlinear Pattern Anomaly. The presence of these anomalies disrupts the normal ECG pattern"
+    },
+    "4176": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original"
+    },
+    "4180": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.61 at index 93, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.61 at index 93, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity.\nActionID: 12"
+    },
+    "4184": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp and nonlinear decline, followed by a recovery and subsequent oscillations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp and nonlinear decline, followed by a recovery and subsequent oscillations. This behavior indicates a deviation from the original linear or stable pattern, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4188": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.1), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.62, 1.0, 1.36, 1.68, 1.92, 2.08) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behaviors suggest",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.1), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.62, 1.0, 1.36, 1.68, 1.92, 2.08) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behaviors suggest"
+    },
+    "4192": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.14, -1.4, -0.96, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.14, -1.4, -0.96, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4196": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 23 (value 1.06), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern starting around index 30, where values increase exponentially before stabilizing and fluctuating. This indicates a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 23 (value 1.06), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern starting around index 30, where values increase exponentially before stabilizing and fluctuating. This indicates a combination of Drift Anomaly, Sudden Spike Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern.\nActionID: 14"
+    },
+    "4200": {
+        "Thought": "The time series initially exhibits a consistent upward trend, peaking around index 16, followed by a gradual decline. However, starting at index 30, the sequence transitions into a flatline of repeated values (122.0) for an extended period, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly in the system.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a consistent upward trend, peaking around index 16, followed by a gradual decline. However, starting at index 30, the sequence transitions into a flatline of repeated values (122.0) for an extended period, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly in the system.\nActionID: 10"
+    },
+    "4204": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4208": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 13 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 13 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4212": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "4216": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4220": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "4224": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.58, -1.22). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.58, -1.22). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4228": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 120-130 to much higher values (e.g., 155.5, 163.5, 170.5, 175.5, 181.5, 185.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 120-130 to much higher values (e.g., 155.5, 163.5, 170.5, 175.5, 181.5, 185.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4232": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.51), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.51), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to"
+    },
+    "4236": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4240": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.\nActionID: 1"
+    },
+    "4244": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "4248": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.0). Later, there is a significant upward drift (e.g., from -0.01 to 1.81) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the exponential",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.0). Later, there is a significant upward drift (e.g., from -0.01 to 1.81) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the exponential"
+    },
+    "4252": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 96 (0.28) and the sharp drop at index 97 (-0.41), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of anomalies in the ECG signal, potentially representing irregularities in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 96 (0.28) and the sharp drop at index 97 (-0.41), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of anomalies in the ECG signal, potentially representing irregularities in the heart's electrical activity.\nActionID: 12"
+    },
+    "4256": {
+        "Thought": "The value 50.2 at index 33 significantly deviates from the surrounding data points, which mostly range between 30 and 35. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 33 significantly deviates from the surrounding data points, which mostly range between 30 and 35. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "4260": {
+        "Thought": "The time series shows a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4264": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "4268": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "4272": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.5, 2.11, 2.56, 2.72), followed by a gradual downward drift (e.g., -0.12 to -0.68), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.5, 2.11, 2.56, 2.72), followed by a gradual downward drift (e.g., -0.12 to -0.68), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns,"
+    },
+    "4276": {
+        "Thought": "The sequence exhibits a sudden and extreme spike in values starting at index 56, where the values jump from the normal range (around 3.0-3.5) to significantly higher values (e.g., 7.0, 8.0, 8.5, 9.0, 9.5). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike in values starting at index 56, where the values jump from the normal range (around 3.0-3.5) to significantly higher values (e.g., 7.0, 8.0, 8.5, 9.0, 9.5). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4280": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the overall behavior of the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting at index 27, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the overall behavior of the sequence.\nActionID: 14"
+    },
+    "4284": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "4288": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "4292": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "4296": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop and irregular fluctuations. Around index 55, there is a significant nonlinear increase in values (e.g., 0.52, 1.0, 1.46, 1.92, 2.21), indicating exponential growth. Later, starting at index 115, there is a sudden and extreme drop to negative values (e.g., -0",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a sharp drop and irregular fluctuations. Around index 55, there is a significant nonlinear increase in values (e.g., 0.52, 1.0, 1.46, 1.92, 2.21), indicating exponential growth. Later, starting at index 115, there is a sudden and extreme drop to negative values (e.g., -0",
+        "ParseError": "unrecognized_action_id"
+    },
+    "4300": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1365.01), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range, indicating a temporary anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1365.01), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range, indicating a temporary anomaly.\nActionID: 12"
+    },
+    "4304": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4308": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 16. This transition disrupts the normal pattern and introduces a new trend, indicating a significant change in the behavior of the system. The flatline of zeros is also abruptly broken, suggesting a potential anomaly in the machine-system domain.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 16. This transition disrupts the normal pattern and introduces a new trend, indicating a significant change in the behavior of the system. The flatline of zeros is also abruptly broken, suggesting a potential anomaly in the machine-system domain.\nActionID: 10"
+    },
+    "4312": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4316": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4320": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.\nActionID: 0"
+    },
+    "4324": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 21, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "4328": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4332": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The values appear to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, the sequence does not exhibit any abnormal behavior.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The values appear to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, the sequence does not exhibit any abnormal behavior.\nActionID: 0"
+    },
+    "4336": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the"
+    },
+    "4340": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 15, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence does not return to a stable or predictable pattern, further supporting the presence of a nonlinear anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 15, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence does not return to a stable or predictable pattern, further supporting the presence of a nonlinear anomaly.\nActionID: 14"
+    },
+    "4344": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4348": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 13, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 15, 16, and 17) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 13.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 13, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 15, 16, and 17) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 13.\nActionID: 10"
+    },
+    "4352": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 90, where the values drop sharply to -0.55 and -0.64, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which then returns to normal. Such anomalies are often observed in ECG signals due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 90, where the values drop sharply to -0.55 and -0.64, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which then returns to normal. Such anomalies are often observed in ECG signals due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "4356": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1451.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1451.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "4360": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+    },
+    "4364": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4368": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4372": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme spike (0.28, 0.62) followed by a sharp drop (-0.42, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.62, 1.44, 2.11, 2.56) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of these behaviors suggests",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme spike (0.28, 0.62) followed by a sharp drop (-0.42, -1.44). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.62, 1.44, 2.11, 2.56) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of these behaviors suggests"
+    },
+    "4376": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 27, there is a gradual and consistent downward drift in the values, deviating from the earlier stable range. This indicates a gradual shift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 27, there is a gradual and consistent downward drift in the values, deviating from the earlier stable range. This indicates a gradual shift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4380": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "4384": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4388": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 43, there is a sudden and significant increase in values, peaking at 53.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 43, there is a sudden and significant increase in values, peaking at 53.25. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4392": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 13, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.51, which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain,",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 13, there is a sudden spike (0.28 to 0.4) followed by a sharp drop to -1.51, which is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain,"
+    },
+    "4396": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.01) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 4.01) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "4400": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 19 and 20, where the values jump to 12811.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 and 20, where the values jump to 12811.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4404": {
+        "Thought": "The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 11-13 and 23-25) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal values, indicating a disruption in the expected behavior of the sensor data. This pattern suggests repeated occurrences of flatline behavior.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent flatline segments of zeros (e.g., at indices 11-13 and 23-25) disrupting the normal fluctuation pattern. These flatline segments are interspersed with normal values, indicating a disruption in the expected behavior of the sensor data. This pattern suggests repeated occurrences of flatline behavior.\nActionID: 9"
+    },
+    "4408": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "4412": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a Periodic Change Anomaly.\nActionID: 2"
+    },
+    "4416": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4420": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "4424": {
+        "Thought": "The sequence initially exhibits a gradual upward trend, followed by a sudden and sharp drop at index 16 (from 10.0 to 8.0), which disrupts the smooth progression. After this drop, the sequence stabilizes into a new pattern with smaller fluctuations around a lower range. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, at a specific point.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual upward trend, followed by a sudden and sharp drop at index 16 (from 10.0 to 8.0), which disrupts the smooth progression. After this drop, the sequence stabilizes into a new pattern with smaller fluctuations around a lower range. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, at a specific point.\nActionID: 4"
+    },
+    "4428": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1.211), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1.211), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4432": {
+        "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4436": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4440": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4444": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual drift downward (e.g., -0.02",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual drift downward (e.g., -0.02"
+    },
+    "4448": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 33.333, 33.3333, 33.33333) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "4452": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "4456": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4460": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 47 to 53 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. The sequence then returns to a fluctuating pattern but with some irregularities, such as a sudden spike at index 115. These patterns collectively indicate a combination of anomalies, but the most prominent is the Sudden Spike"
+    },
+    "4464": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.08). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at index 83 (2.11), which is indicative of a Drift Anomaly. Furthermore, the segment from index 84 to 93 shows a nonlinear growth pattern, deviating from the original trend, which is a",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.08). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant upward drift, peaking at index 83 (2.11), which is indicative of a Drift Anomaly. Furthermore, the segment from index 84 to 93 shows a nonlinear growth pattern, deviating from the original trend, which is a"
+    },
+    "4468": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 1280.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 1280.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range.\nActionID: 12"
+    },
+    "4472": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11637.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11637.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "4476": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "4480": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.14, -0.34, -0.36, -0.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22) followed by a sharp drop (-0.14, -0.34, -0.36, -0.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "4484": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 1.08, 1.38, 1.56, 1.74, 1.92,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 1.08, 1.38, 1.56, 1.74, 1.92,"
+    },
+    "4488": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting at index 24, indicating a significant change in the long-term trajectory of the time series. This suggests a shift in the system's behavior, likely due to a machine-system anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting at index 24, indicating a significant change in the long-term trajectory of the time series. This suggests a shift in the system's behavior, likely due to a machine-system anomaly.\nActionID: 3"
+    },
+    "4492": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "4496": {
+        "Thought": "The time series exhibits multiple irregularities. Initially, there is a gradual increase in values, followed by a sudden drop at index 10 (0.126) and a sharp increase at index 11 (0.146). This is followed by a significant spike at index 12 (0.196) and a sharp drop at index 13 (0.116). Additionally, there are abrupt changes in the pattern, such as the sudden rise at index 14 (0.166) and the subsequent drop at index 15 (0.136). These disruptions indicate a combination of sudden spikes and abrupt changes in the sequence. The overall pattern suggests",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities. Initially, there is a gradual increase in values, followed by a sudden drop at index 10 (0.126) and a sharp increase at index 11 (0.146). This is followed by a significant spike at index 12 (0.196) and a sharp drop at index 13 (0.116). Additionally, there are abrupt changes in the pattern, such as the sudden rise at index 14 (0.166) and the subsequent drop at index 15 (0.136). These disruptions indicate a combination of sudden spikes and abrupt changes in the sequence. The overall pattern suggests"
+    },
+    "4500": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "4504": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, forming a U-shaped pattern. However, after the peak, the sequence transitions into a flatline of repeated values (1.36) from index 33 to 37, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, forming a U-shaped pattern. However, after the peak, the sequence transitions into a flatline of repeated values (1.36) from index 33 to 37, disrupting the normal fluctuation pattern. This sudden flatline behavior is indicative of an anomaly.\nActionID: 10"
+    },
+    "4508": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g"
+    },
+    "4512": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 50.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4516": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4520": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56, 0.68, 0.84, 1.02, 1",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56, 0.68, 0.84, 1.02, 1"
+    },
+    "4524": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 2 (1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 3, further emphasizing the anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 2 (1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 3, further emphasizing the anomaly.\nActionID: 12"
+    },
+    "4528": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4532": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4536": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "4540": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 26, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 26, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4544": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a steep drop to -1.04 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a steep drop to -1.04 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4548": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4552": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "4556": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 20), abrupt drops (e.g., -100.0 at index 21), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 20), abrupt drops (e.g., -100.0 at index 21), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "4560": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4564": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.62) followed by a sharp drop to -0.48 and -0.69, indicating sudden spikes and drops. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94,",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.62) followed by a sharp drop to -0.48 and -0.69, indicating sudden spikes and drops. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94,",
+        "ParseError": "unrecognized_action_id"
+    },
+    "4568": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the sequence does not return to its original range and continues to drift lower. This behavior is characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the sequence does not return to its original range and continues to drift lower. This behavior is characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4572": {
+        "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values decrease steadily and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values decrease steadily and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4576": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4580": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+    },
+    "4584": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around indices 86-89 (e.g., -1.22, -1.58, -1.01, -0.68), which deviates sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around indices 86-89 (e.g., -1.22, -1.58, -1.01, -0.68), which deviates sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4588": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4592": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable shift in the statistical properties, with the values increasing more rapidly and deviating from the earlier stable range. This indicates an abrupt change in the mean and variance of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 33, there is a noticeable shift in the statistical properties, with the values increasing more rapidly and deviating from the earlier stable range. This indicates an abrupt change in the mean and variance of the sequence.\nActionID: 4"
+    },
+    "4596": {
+        "Thought": "The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.9 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "4600": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4604": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4608": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 23, where the value plummets to 13.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 23, where the value plummets to 13.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "4612": {
+        "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 43, there is a sudden and significant increase in values, with a sharp rise to 50.28, 53.91, and 56.06, followed by a new higher range (approximately 40 to 50). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 43, there is a sudden and significant increase in values, with a sharp rise to 50.28, 53.91, and 56.06, followed by a new higher range (approximately 40 to 50). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.\nActionID: 4"
+    },
+    "4616": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "4620": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "4624": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 3 (-1278.77), which deviates drastically from the surrounding values. This isolated extreme value disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 3 (-1278.77), which deviates drastically from the surrounding values. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "4628": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 93, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 93, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "4632": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4636": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 24, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 24, there is a noticeable upward drift in the values, followed by a gradual return to the original range. This indicates a temporary deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4640": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.02 to 0.04), but starting at index 34, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (0.06 to 0.08). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.02 to 0.04), but starting at index 34, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (0.06 to 0.08). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4644": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4648": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 30-35 and 50-55), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in amplitude, inconsistent fluctuations, and abrupt changes in the pattern. For example, there are segments where the values drop significantly (e.g., around index 30-35 and 50-55), followed by recovery and further fluctuations. These disruptions suggest a nonlinear and erratic behavior that deviates from any consistent trend or pattern. This indicates a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "4652": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 23-27, which disrupts the sequence. This is followed by a nonlinear pattern of exponential growth and decay around index 80-90, deviating from the earlier trend. Additionally, there are repeated values and flatline segments in the latter part of the sequence. These patterns indicate a combination of drift, sudden spike, nonlinear pattern, and repeated value anomalies. However, the most prominent anomaly is the nonlinear pattern in the latter part of the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 23-27, which disrupts the sequence. This is followed by a nonlinear pattern of exponential growth and decay around index 80-90, deviating from the earlier trend. Additionally, there are repeated values and flatline segments in the latter part of the sequence. These patterns indicate a combination of drift, sudden spike, nonlinear pattern, and repeated value anomalies. However, the most prominent anomaly is the nonlinear pattern in the latter part of the sequence.\nActionID: 14"
+    },
+    "4656": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or fluctuations. At index 24, there is a sudden shift to non-zero values, which exhibit a new pattern of fluctuations. This abrupt transition from a flatline to a fluctuating pattern suggests a significant change in the statistical properties of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or fluctuations. At index 24, there is a sudden shift to non-zero values, which exhibit a new pattern of fluctuations. This abrupt transition from a flatline to a fluctuating pattern suggests a significant change in the statistical properties of the sequence.\nActionID: 4"
+    },
+    "4660": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4664": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 43, there is a significant outlier (0.28, 0.61) followed by a drastic drop to -1.11 and -1.42, indicating a sudden spike anomaly. Later, starting around index 96, there is a nonlinear growth pattern with values increasing exponentially (e.g., 1.22, 2.82, 4.31), which deviates from the earlier trend",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 43, there is a significant outlier (0.28, 0.61) followed by a drastic drop to -1.11 and -1.42, indicating a sudden spike anomaly. Later, starting around index 96, there is a nonlinear growth pattern with values increasing exponentially (e.g., 1.22, 2.82, 4.31), which deviates from the earlier trend"
+    },
+    "4668": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4672": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.46) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme spike (0.46) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows"
+    },
+    "4676": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden"
+    },
+    "4680": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 16, there is a sudden spike to 38.3, which is significantly higher than the surrounding values. Additionally, at index 23, there is another spike to 38.3, followed by a drop to 34.0, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of temporary disruptions in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 16, there is a sudden spike to 38.3, which is significantly higher than the surrounding values. Additionally, at index 23, there is another spike to 38.3, followed by a drop to 34.0, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of temporary disruptions in the sequence.\nActionID: 12"
+    },
+    "4684": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4688": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop in values around index 29, where the sequence transitions into a flatline of repeated values (1.36) for several points. This flatline disrupts the normal fluctuation pattern and is indicative of a sudden loss of variability in the sensor readings. After the flatline, the sequence resumes with fluctuations but exhibits a different statistical distribution compared to the earlier part of the series. This suggests a combination of a Sudden Flatline Anomaly and a Distributional Change Anomaly. However, the flatline is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop in values around index 29, where the sequence transitions into a flatline of repeated values (1.36) for several points. This flatline disrupts the normal fluctuation pattern and is indicative of a sudden loss of variability in the sensor readings. After the flatline, the sequence resumes with fluctuations but exhibits a different statistical distribution compared to the earlier part of the series. This suggests a combination of a Sudden Flatline Anomaly and a Distributional Change Anomaly. However, the flatline is the most prominent anomaly.\nActionID: 10"
+    },
+    "4692": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4696": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. At index 20, the sequence abruptly transitions to non-zero values, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. At index 20, the sequence abruptly transitions to non-zero values, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance.\nActionID: 4"
+    },
+    "4700": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 1.0, 1.666, 1.666, 1.666, 1.666) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 1.0, 1.666, 1.666, 1.666, 1.666) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "4704": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4708": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.3, 4.31, 5.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.3, 4.31, 5.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "4712": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4716": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4720": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.06, 0.18, 0.32, 0.42, 0.52) around index 50, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The presence of these anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.06, 0.18, 0.32, 0.42, 0.52) around index 50, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The presence of these anom"
+    },
+    "4724": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+    },
+    "4728": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4732": {
+        "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "4736": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+    },
+    "4740": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+    },
+    "4744": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.28, 0.51, 0.74, 0.98, 1.28, 1.58, 1.76, 2.08) starting around index 90, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.28, 0.51, 0.74, 0.98, 1.28, 1.58, 1.76, 2.08) starting around index 90, which deviates from the"
+    },
+    "4748": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "4752": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "4756": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.3. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.3. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+    },
+    "4760": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the expected pattern of the time series.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the expected pattern of the time series.\nActionID: 7"
+    },
+    "4764": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "4768": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.\nActionID: 0"
+    },
+    "4772": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and sharp increase in values starting around index 16, peaking at index 20. Afterward, the sequence stabilizes and fluctuates around a new level. This indicates a significant change in the long-term trend of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and sharp increase in values starting around index 16, peaking at index 20. Afterward, the sequence stabilizes and fluctuates around a new level. This indicates a significant change in the long-term trend of the time series.\nActionID: 3"
+    },
+    "4776": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a sharp decline starting around index 16, where the values drop significantly and remain in a lower range. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying process. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a sharp decline starting around index 16, where the values drop significantly and remain in a lower range. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying process. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4780": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g"
+    },
+    "4784": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4788": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4792": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+    },
+    "4796": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4800": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.21, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 80, there is a significant upward drift in values, peaking at 2.52, which suggests a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with exponential-like growth and decay, deviating from the original trend, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.21, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 80, there is a significant upward drift in values, peaking at 2.52, which suggests a Drift Anomaly. Furthermore, the sequence transitions into a nonlinear pattern with exponential-like growth and decay, deviating from the original trend, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "4804": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and significant deviation with a sharp increase in amplitude, followed by irregular fluctuations and a lack of the expected periodic pattern. This indicates a disruption in the normal ECG signal, likely due to an anomaly in the signal acquisition or physiological abnormality. The irregularities suggest a potential change in the underlying physiological process.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and significant deviation with a sharp increase in amplitude, followed by irregular fluctuations and a lack of the expected periodic pattern. This indicates a disruption in the normal ECG signal, likely due to an anomaly in the signal acquisition or physiological abnormality. The irregularities suggest a potential change in the underlying physiological process.\nActionID: 7"
+    },
+    "4808": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -6.2 to -5.6), followed by a sudden spike in values (e.g., from -5.6 to -3.8 and then to -2.8). Additionally, there are repeated values (e.g., -2.8 and -2.86) disrupting the normal fluctuation pattern. These anomalies suggest a combination of drift, sudden spikes, and repeated value disruptions. However, the most prominent anomaly is the sudden spike in values, which significantly deviates from the surrounding data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -6.2 to -5.6), followed by a sudden spike in values (e.g., from -5.6 to -3.8 and then to -2.8). Additionally, there are repeated values (e.g., -2.8 and -2.86) disrupting the normal fluctuation pattern. These anomalies suggest a combination of drift, sudden spikes, and repeated value disruptions. However, the most prominent anomaly is the sudden spike in values, which significantly deviates from the surrounding data.\nActionID: 12"
+    },
+    "4812": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.32, -1.59), which disrupts the sequence. This indicates a combination of anomalies, including a sudden flatline and a sudden spike/drop. However, the most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into small fluctuations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.32, -1.59), which disrupts the sequence. This indicates a combination of anomalies, including a sudden flatline and a sudden spike/drop. However, the most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4816": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 3.0 to 3.5), but starting at index 20, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the values do not return to the original range and continue to decline over time. This behavior is characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 3.0 to 3.5), but starting at index 20, there is a gradual and consistent downward drift in the values. This indicates a deviation from the normal level, as the values do not return to the original range and continue to decline over time. This behavior is characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4820": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 13 (-1477.91), which deviates sharply from the surrounding values. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 13 (-1477.91), which deviates sharply from the surrounding values. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4824": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4828": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.\nActionID: 1"
+    },
+    "4832": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4836": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 16, there is a gradual downward drift in the values, indicating a consistent deviation from the earlier level. This suggests a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 16, there is a gradual downward drift in the values, indicating a consistent deviation from the earlier level. This suggests a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4840": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4844": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "4848": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4852": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "4856": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.\nActionID: 0"
+    },
+    "4860": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "4864": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "4868": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude (e.g., 0.2, 0.46, 0.56) and then transitions into a prolonged segment of negative values, which deviates from the earlier pattern, indicating a Continuous Segment Anomaly. The overall pattern suggests a disruption in the normal E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude (e.g., 0.2, 0.46, 0.56) and then transitions into a prolonged segment of negative values, which deviates from the earlier pattern, indicating a Continuous Segment Anomaly. The overall pattern suggests a disruption in the normal E"
+    },
+    "4872": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4876": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "4880": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,"
+    },
+    "4884": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "4888": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 16 (-1.28) and index 17 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 87 (1.06) and peaking at index 91 (1.98), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 16 (-1.28) and index 17 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 87 (1.06) and peaking at index 91 (1.98), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non"
+    },
+    "4892": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "4896": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 26, where the values jump from the range of approximately 3.0 to 3.5 to a much higher range (e.g., 5.0, 5.5, 6.0, 6.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After index 33, the values return to the original range, suggesting a temporary disruption. This is indicative of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 26, where the values jump from the range of approximately 3.0 to 3.5 to a much higher range (e.g., 5.0, 5.5, 6.0, 6.5). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. After index 33, the values return to the original range, suggesting a temporary disruption. This is indicative of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4900": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "4904": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4908": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4912": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.73 at index 41), abrupt drops (e.g., -0.42 at index 43), and a significant deviation in the amplitude of certain segments (e.g., the spike to 1.06 at index 44 and subsequent drop to -0.36 at index 45). These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of irregular ECG patterns. The sequence also shows a nonlinear pattern in certain segments, deviating from the expected smooth ECG waveform. Overall, the sequence reflects a combination of anomalies, but",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.73 at index 41), abrupt drops (e.g., -0.42 at index 43), and a significant deviation in the amplitude of certain segments (e.g., the spike to 1.06 at index 44 and subsequent drop to -0.36 at index 45). These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of irregular ECG patterns. The sequence also shows a nonlinear pattern in certain segments, deviating from the expected smooth ECG waveform. Overall, the sequence reflects a combination of anomalies, but"
+    },
+    "4916": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "4920": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend with periodic rises and falls, indicating normal behavior for the given domain of Server-YAHOO.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend with periodic rises and falls, indicating normal behavior for the given domain of Server-YAHOO.\nActionID: 0"
+    },
+    "4924": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "4928": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4932": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "4936": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 40 to 50, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a sudden drop at index 59 (value 0.0). The sequence also shows irregular fluctuations and deviations from the expected pattern, indicating a combination of anomalies. The most prominent anomaly is the sudden spike at index 39.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 40 to 50, where the values increase exponentially. This is followed by a return to a fluctuating pattern with a sudden drop at index 59 (value 0.0). The sequence also shows irregular fluctuations and deviations from the expected pattern, indicating a combination of anomalies. The most prominent anomaly is the sudden spike at index 39.\nActionID: 12"
+    },
+    "4940": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating"
+    },
+    "4944": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, where the values increase significantly and deviate from the previous pattern. This indicates a sudden change in the long-term trajectory of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, where the values increase significantly and deviate from the previous pattern. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+    },
+    "4948": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4952": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 36, there is a sudden and significant increase in values, followed by a sharp drop and subsequent irregular fluctuations. This indicates a disruption in the normal pattern, with a continuous segment of anomalous behavior. The sequence transitions from a stable pattern to a highly irregular one, suggesting a sustained deviation from the expected behavior.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 36, there is a sudden and significant increase in values, followed by a sharp drop and subsequent irregular fluctuations. This indicates a disruption in the normal pattern, with a continuous segment of anomalous behavior. The sequence transitions from a stable pattern to a highly irregular one, suggesting a sustained deviation from the expected behavior.\nActionID: 13"
+    },
+    "4956": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 11 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4960": {
+        "Thought": "The time series exhibits a repeating pattern where the values oscillate between positive and negative ranges, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a positive trend to a negative trend (e.g., around index 10-15), and then back to a positive trend (e.g., around index 30-35). These disruptions indicate a periodic change in the pattern, breaking the original periodic behavior.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern where the values oscillate between positive and negative ranges, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a positive trend to a negative trend (e.g., around index 10-15), and then back to a positive trend (e.g., around index 30-35). These disruptions indicate a periodic change in the pattern, breaking the original periodic behavior.\nActionID: 2"
+    },
+    "4964": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1427.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1427.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4968": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.58, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.58, -1.11). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+    },
+    "4972": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4976": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 6.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 6.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "4980": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 41, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 41, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4984": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 1.9, 3.11, 3.68, 4.31), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.94, 1.9, 3.11, 3.68, 4.31), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1"
+    },
+    "4988": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4992": {
+        "Thought": "The sequence exhibits sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sporadically.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sporadically.\nActionID: 8"
+    },
+    "4996": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 12 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 12 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5000": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5004": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5008": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "5012": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "5016": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11672.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11672.44) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "5020": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 83 (value 0.21) and a subsequent sharp drop to -0.91 at index 84, followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a significant anomaly. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 83 (value 0.21) and a subsequent sharp drop to -0.91 at index 84, followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a significant anomaly. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+    },
+    "5024": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "5028": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 76, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 76, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Additionally, the sequence shows some irregular fluctuations, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "5032": {
+        "Thought": "The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern.\nActionID: 8"
+    },
+    "5036": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5040": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "5044": {
+        "Thought": "The time series initially shows a gradual increase, followed by a peak and subsequent decline, forming a clear downward trend. However, after reaching a low point, the sequence exhibits a sudden and sharp recovery, with values increasing again and stabilizing at a higher level. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase, followed by a peak and subsequent decline, forming a clear downward trend. However, after reaching a low point, the sequence exhibits a sudden and sharp recovery, with values increasing again and stabilizing at a higher level. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.\nActionID: 3"
+    },
+    "5048": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 33, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 33, which is a significant deviation from the surrounding values. This flatline behavior is not consistent with the normal fluctuations of the sequence and indicates a loss of activity or a system failure.\nActionID: 10"
+    },
+    "5052": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5056": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -0.78). This indicates a Sudden Spike Anomaly. Additionally, from index 96 onward, there is a significant upward drift in values, peaking at 1.72, followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -0.78). This indicates a Sudden Spike Anomaly. Additionally, from index 96 onward, there is a significant upward drift in values, peaking at 1.72, followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a Drift Anomaly. Given"
+    },
+    "5060": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.66 to -0.68 to -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.2 to 2.11), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or arr",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.66 to -0.68 to -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.2 to 2.11), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or arr"
+    },
+    "5064": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "5068": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5072": {
+        "Thought": "The sequence starts with a significant spike at 55.94, which is much higher than the subsequent values, and then gradually decreases to a more stable range. This sudden spike at the beginning of the sequence disrupts the normal pattern and is followed by a return to a more consistent range. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a significant spike at 55.94, which is much higher than the subsequent values, and then gradually decreases to a more stable range. This sudden spike at the beginning of the sequence disrupts the normal pattern and is followed by a return to a more consistent range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5076": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "5080": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5084": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5088": {
+        "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 10 and 12.0 at index 16) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 10 and 12.0 at index 16) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.\nActionID: 8"
+    },
+    "5092": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and decreasing to 6.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and decreasing to 6.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "5096": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5100": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26), followed by a gradual downward drift (e.g., -0.09 to -0.52), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26), followed by a gradual downward drift (e.g., -0.09 to -0.52), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns,"
+    },
+    "5104": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5108": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "5112": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.21, 0.24,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 49, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.21, 0.24,"
+    },
+    "5116": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.68, -1.58). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly. Additionally, the sequence later returns to a more stable pattern, suggesting the anomaly is isolated to this region.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.68, -1.58). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly. Additionally, the sequence later returns to a more stable pattern, suggesting the anomaly is isolated to this region.\nActionID: 12"
+    },
+    "5120": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5124": {
+        "Thought": "The time series initially exhibits a fluctuating pattern with a gradual downward trend, followed by a sudden and significant upward shift starting around index 26, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a fluctuating pattern with a gradual downward trend, followed by a sudden and significant upward shift starting around index 26, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.\nActionID: 3"
+    },
+    "5128": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "5132": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "5136": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier trend, indicating a"
+    },
+    "5140": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 26, there is a sudden and extreme drop to -1.29, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.72, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 26, there is a sudden and extreme drop to -1.29, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.72, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "5144": {
+        "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.26, 0.61) followed by a sharp drop (-0.69, -1.34). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event. The sequence then gradually returns to a more stable range, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme spike (0.26, 0.61) followed by a sharp drop (-0.69, -1.34). This abrupt and significant deviation from the normal range indicates a sudden spike anomaly, which is often critical in ECG data as it may represent an abnormal cardiac event. The sequence then gradually returns to a more stable range, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "5148": {
+        "Thought": "The sequence exhibits a sudden flatline of zeros starting at index 56, which disrupts the normal fluctuations of the time series. This abrupt transition to a flatline is indicative of a sensor malfunction or data transmission issue in the environment-sensor domain.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline of zeros starting at index 56, which disrupts the normal fluctuations of the time series. This abrupt transition to a flatline is indicative of a sensor malfunction or data transmission issue in the environment-sensor domain.\nActionID: 10"
+    },
+    "5152": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "5156": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.08) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.08) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "5160": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5164": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of anomalies in healthcare time series.\nActionID: 12"
+    },
+    "5168": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5172": {
+        "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of variability in the sensor readings, which is characteristic of a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of variability in the sensor readings, which is characteristic of a sudden flatline anomaly.\nActionID: 10"
+    },
+    "5176": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.51), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear increase in values (e.g., 0.27 to 2.51) followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.51), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear increase in values (e.g., 0.27 to 2.51) followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "5180": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.61, 0.74, 0.84, 0.92, 1.08,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.61, 0.74, 0.84, 0.92, 1.08,"
+    },
+    "5184": {
+        "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+    },
+    "5188": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.38, 1.56, 1.74, 1.92,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.38, 1.56, 1.74, 1.92,"
+    },
+    "5192": {
+        "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5196": {
+        "Thought": "The value 40.9 at index 5 significantly deviates from the surrounding data points, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 40.9 at index 5 significantly deviates from the surrounding data points, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "5200": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5204": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a negative range, then transition into a positive range with a sudden spike at index 19 (10.0), followed by a sharp drop and oscillations. This behavior indicates a nonlinear pattern that breaks the original trend and introduces irregularities.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a negative range, then transition into a positive range with a sudden spike at index 19 (10.0), followed by a sharp drop and oscillations. This behavior indicates a nonlinear pattern that breaks the original trend and introduces irregularities.\nActionID: 14"
+    },
+    "5208": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, indicating a significant change in the long-term trajectory. This is followed by a nonlinear growth pattern, particularly in the later part of the sequence, where the values increase exponentially. This behavior suggests a combination of a trend change and nonlinear pattern anomaly. However, the dominant anomaly is the nonlinear growth pattern in the latter part of the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 40, indicating a significant change in the long-term trajectory. This is followed by a nonlinear growth pattern, particularly in the later part of the sequence, where the values increase exponentially. This behavior suggests a combination of a trend change and nonlinear pattern anomaly. However, the dominant anomaly is the nonlinear growth pattern in the latter part of the sequence.\nActionID: 14"
+    },
+    "5212": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 30 onward, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern, as it significantly deviates from the original trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear growth pattern, particularly from index 30 onward, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern, as it significantly deviates from the original trend.\nActionID: 14"
+    },
+    "5216": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and extreme drop to a flatline of zeros starting at index 13. This abrupt transition to a flatline disrupts the normal fluctuation pattern, indicating a significant anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and extreme drop to a flatline of zeros starting at index 13. This abrupt transition to a flatline disrupts the normal fluctuation pattern, indicating a significant anomaly.\nActionID: 10"
+    },
+    "5220": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations. The sequence does not follow a consistent linear or periodic pattern, and the changes in the data points suggest a nonlinear behavior. This is indicative of a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations. The sequence does not follow a consistent linear or periodic pattern, and the changes in the data points suggest a nonlinear behavior. This is indicative of a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "5224": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.11, which suggests a Drift Anomaly. Furthermore, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.11, which suggests a Drift Anomaly. Furthermore, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "5228": {
+        "Thought": "The sequence exhibits a sudden and significant spike in values at indices 10-13 (4.38, 6.94, 6.94, 6.94), which deviate sharply from the surrounding values that generally range between 2.5 and 3.5. This spike is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values at indices 10-13 (4.38, 6.94, 6.94, 6.94), which deviate sharply from the surrounding values that generally range between 2.5 and 3.5. This spike is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "5232": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence does not return to a stable or predictable pattern, further supporting the presence of a nonlinear anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 16, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from a linear or consistent pattern, indicating a nonlinear change in the sequence. Additionally, the sequence does not return to a stable or predictable pattern, further supporting the presence of a nonlinear anomaly.\nActionID: 14"
+    },
+    "5236": {
+        "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, the sequence transitions into a flatline of repeated values (122.0) for an extended period, disrupting the normal fluctuation pattern. This indicates a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, the sequence transitions into a flatline of repeated values (122.0) for an extended period, disrupting the normal fluctuation pattern. This indicates a sudden flatline anomaly.\nActionID: 10"
+    },
+    "5240": {
+        "Thought": "The sequence exhibits a sudden flatline at index 30 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 30 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "5244": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "5248": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5252": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "5256": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5260": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5264": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "5268": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 11.8), which deviates sharply from the surrounding values that generally range between 6.0 and 8.0. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 11.8), which deviates sharply from the surrounding values that generally range between 6.0 and 8.0. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.\nActionID: 12"
+    },
+    "5272": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.4, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.66, 2.11, 2.38) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.4, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.66, 2.11, 2.38) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "5276": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "5280": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 59 (value 50.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 59 (value 50.25), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5284": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 80, there is a significant upward drift in values, peaking at 3.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 80-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden and extreme drop to -1.49, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 80, there is a significant upward drift in values, peaking at 3.21, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 80-90, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "5288": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 27 and 28, where the values jump to 15651.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 and 28, where the values jump to 15651.0, which is significantly higher than the surrounding values. This disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "5292": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 74, where the value spikes to 0.58 and then drops sharply to -0.78 and -1.12, before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before stabilizing. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 74, where the value spikes to 0.58 and then drops sharply to -0.78 and -1.12, before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before stabilizing. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "5296": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5300": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 19 to 23, where the sequence transitions from a relatively stable range to a sharp decline, followed by a recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern, but the sharp drop is the key anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 19 to 23, where the sequence transitions from a relatively stable range to a sharp decline, followed by a recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern, but the sharp drop is the key anomaly.\nActionID: 12"
+    },
+    "5304": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5308": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5312": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 2.11, 2.56, 2.92) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 2.11, 2.56, 2.92) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "5316": {
+        "Thought": "The time series exhibits a repeating pattern where the values oscillate between a positive range (e.g., 0.12 to 0.16) and a negative range (e.g., -0.04 to -0.08). However, there are segments where the oscillation becomes irregular, such as the repeated values around -0.04 and -0.08, disrupting the expected pattern. This indicates a repeated value anomaly in certain segments of the sequence.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern where the values oscillate between a positive range (e.g., 0.12 to 0.16) and a negative range (e.g., -0.04 to -0.08). However, there are segments where the oscillation becomes irregular, such as the repeated values around -0.04 and -0.08, disrupting the expected pattern. This indicates a repeated value anomaly in certain segments of the sequence.\nActionID: 9"
+    },
+    "5320": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a highly irregular pattern with extreme fluctuations, including a sharp drop to -1.0 at index 27 and subsequent recovery. This indicates a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 19, which is a clear disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a highly irregular pattern with extreme fluctuations, including a sharp drop to -1.0 at index 27 and subsequent recovery. This indicates a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 19, which is a clear disruption in the sequence.\nActionID: 12"
+    },
+    "5324": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5328": {
+        "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.\nActionID: 0"
+    },
+    "5332": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+    },
+    "5336": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 at index 13, indicating a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a significant upward drift, peaking at 2.31, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable one and back, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain,",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.51 at index 13, indicating a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a significant upward drift, peaking at 2.31, which deviates from the normal range, indicating a Drift Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, such as the transition from a fluctuating pattern to a more stable one and back, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain,"
+    },
+    "5340": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5344": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.42, 1.68, 1.96, 2.18) starting around index 96,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.42, 1.68, 1.96, 2.18) starting around index 96,"
+    },
+    "5348": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 33, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 33, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.\nActionID: 10"
+    },
+    "5352": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5356": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.38, 0.56, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 10",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.38, 0.56, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 10"
+    },
+    "5360": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5364": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5368": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5372": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+    },
+    "5376": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5380": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "5384": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 27, there is a sudden and significant increase in values, peaking at 55.21. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 27, there is a sudden and significant increase in values, peaking at 55.21. This is followed by a gradual decline and stabilization at a lower range (approximately 30-35). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+    },
+    "5388": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting from index 40, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting from index 40, there is a gradual downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5392": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 98 (value 0.52), followed by a sharp drop to -0.4 and -0.76, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could also suggest a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike and drop.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are multiple anomalies present. Notably, there is a sudden spike at index 98 (value 0.52), followed by a sharp drop to -0.4 and -0.76, which disrupts the sequence. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could also suggest a Pattern Change Anomaly. However, the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+    },
+    "5396": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5400": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.21) and a subsequent extreme drop at index 92 (value -1.38), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.21) and a subsequent extreme drop at index 92 (value -1.38), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5404": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5408": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 9 to 11, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 9 to 11, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "5412": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 50, where values steadily increase, indicating a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, suggesting a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disru",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 50, where values steadily increase, indicating a Drift Anomaly. Finally, the sequence stabilizes but shows irregular fluctuations, suggesting a potential Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent significant disru"
+    },
+    "5416": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 43, there is a sudden and significant increase in values, peaking at 52.25. This is followed by a sharp drop and a gradual decline in values, eventually stabilizing at a lower range (approximately 28-32). The abrupt spike and subsequent drop indicate a disruption in the statistical properties of the sequence, likely caused by a change in the underlying process. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 43, there is a sudden and significant increase in values, peaking at 52.25. This is followed by a sharp drop and a gradual decline in values, eventually stabilizing at a lower range (approximately 28-32). The abrupt spike and subsequent drop indicate a disruption in the statistical properties of the sequence, likely caused by a change in the underlying process. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "5420": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "5424": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease sharply from around 1000 to 800 and then to 700. This abrupt change disrupts the overall pattern and indicates a potential anomaly in the sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease sharply from around 1000 to 800 and then to 700. This abrupt change disrupts the overall pattern and indicates a potential anomaly in the sequence.\nActionID: 10"
+    },
+    "5428": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "5432": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5436": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 22), abrupt drops (e.g., -10.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 22), abrupt drops (e.g., -10.0 at index 23), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "5440": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.42, 3.96) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.42, 3.96) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "5444": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (12.66, 12.64, 12.62, 12.6, 12.61, 12.6, 12.58, 12.56, 12.54, 12.52, 12.5, 12.48, 12.46, 12.44, 12.42, 12.4, 12.38, 12.36, 12.34, 12.32, 1",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (12.66, 12.64, 12.62, 12.6, 12.61, 12.6, 12.58, 12.56, 12.54, 12.52, 12.5, 12.48, 12.46, 12.44, 12.42, 12.4, 12.38, 12.36, 12.34, 12.32, 1"
+    },
+    "5448": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1237.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1237.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.\nActionID: 1"
+    },
+    "5452": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 27 (-1.38) and index 28 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 87 (1.02) and peaking at index 91 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and drop.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 27 (-1.38) and index 28 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 87 (1.02) and peaking at index 91 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and drop."
+    },
+    "5456": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "5460": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5464": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5468": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine degrading over time.\nActionID: 11"
+    },
+    "5472": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 50, there is a sudden and extreme spike in values (e.g., 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0",
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 50, there is a sudden and extreme spike in values (e.g., 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5476": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.49, -1.28, -1.28). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.49, -1.28, -1.28). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "5480": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 32 and 33, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 32 and 33, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+    },
+    "5484": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 16, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (around 4.0). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 16, there is a noticeable upward drift in the values, with the sequence gradually increasing and stabilizing at a higher range (around 4.0). This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5488": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 59 (value 60.0) and index 60 (value 63.0), which are significantly higher than the surrounding values that generally range between 30 and 36. These spikes disrupt the normal fluctuation pattern and are followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 59 (value 60.0) and index 60 (value 63.0), which are significantly higher than the surrounding values that generally range between 30 and 36. These spikes disrupt the normal fluctuation pattern and are followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5492": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5496": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.46), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.46), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "5500": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 26 (value 153.01), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 26 (value 153.01), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5504": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease, with some fluctuations, to around 8.8. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease, with some fluctuations, to around 8.8. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5508": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5512": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56, 0.68, 0.84, 1.02, 1",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56, 0.68, 0.84, 1.02, 1"
+    },
+    "5516": {
+        "Thought": "The time series exhibits multiple sudden spikes in values, such as at indices 13 (43.28), 14 (50.8), 15 (50.8), 16 (50.8), 17 (50.8), 18 (50.8), 19 (50.8), 20 (50.8), 21 (50.8), 22 (50.8), 23 (50.8), 24 (50.8), 25 (50.8), 26 (50.8), 27 (50.8), 28 (5",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple sudden spikes in values, such as at indices 13 (43.28), 14 (50.8), 15 (50.8), 16 (50.8), 17 (50.8), 18 (50.8), 19 (50.8), 20 (50.8), 21 (50.8), 22 (50.8), 23 (50.8), 24 (50.8), 25 (50.8), 26 (50.8), 27 (50.8), 28 (5"
+    },
+    "5520": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "5524": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 10 (value 1028.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 10 (value 1028.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5528": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 86 (value 0.28) and a sharp drop at index 87 (value -0.78). This is followed by a recovery and a nonlinear pattern of growth and fluctuation. The sequence also shows a significant deviation in amplitude, particularly around indices 86-89, where the values drop sharply and then recover. These characteristics suggest a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly.",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike at index 86 (value 0.28) and a sharp drop at index 87 (value -0.78). This is followed by a recovery and a nonlinear pattern of growth and fluctuation. The sequence also shows a significant deviation in amplitude, particularly around indices 86-89, where the values drop sharply and then recover. These characteristics suggest a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike and drop, which disrupts the sequence significantly.\nActionID:",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5532": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.42, 3.11) starting around index 115, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 43, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.42, 3.11) starting around index 115, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the"
+    },
+    "5536": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "5540": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a sudden spike at index 10 (112.0), which significantly deviates from the surrounding values. After the spike, the sequence returns to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a sudden spike at index 10 (112.0), which significantly deviates from the surrounding values. After the spike, the sequence returns to a more typical range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5544": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 1.08, 1.38, 1.56, 1.74, 1.92,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 1.08, 1.38, 1.56, 1.74, 1.92,"
+    },
+    "5548": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5552": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 43 (value 50.25), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 43 (value 50.25), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5556": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.24, -1.69, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.24, -1.69, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5561": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5565": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 30, the sequence stabilizes into a flatline with minimal fluctuations, indicating a loss of normal variability. This sudden transition to a flatline suggests a system anomaly where the machine's behavior becomes static and repetitive.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 30, the sequence stabilizes into a flatline with minimal fluctuations, indicating a loss of normal variability. This sudden transition to a flatline suggests a system anomaly where the machine's behavior becomes static and repetitive.\nActionID: 10"
+    },
+    "5569": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "5573": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.\nActionID: 0"
+    },
+    "5577": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 33, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 33, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.\nActionID: 4"
+    },
+    "5581": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "5585": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5589": {
+        "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 17 and 13.0 at index 20) and abrupt changes in amplitude, deviating from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 17 and 13.0 at index 20) and abrupt changes in amplitude, deviating from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.\nActionID: 8"
+    },
+    "5593": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 23, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "5597": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting at index 33, there is a sudden and significant increase in values, peaking at 0.24. This is followed by a sharp drop and a transition into a new pattern with higher variability and a different range of values. The sequence transitions from a stable pattern to a more volatile one, indicating a change in the overall pattern of the time series.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting at index 33, there is a sudden and significant increase in values, peaking at 0.24. This is followed by a sharp drop and a transition into a new pattern with higher variability and a different range of values. The sequence transitions from a stable pattern to a more volatile one, indicating a change in the overall pattern of the time series.\nActionID: 7"
+    },
+    "5601": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "5605": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 23, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential recovery or shift in the statistical properties. The flatline at 0.0 is the most prominent anomaly in this sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 23, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential recovery or shift in the statistical properties. The flatline at 0.0 is the most prominent anomaly in this sequence.\nActionID: 10"
+    },
+    "5609": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant deviation from the normal pattern, with values rapidly increasing and then decreasing, indicating a Continuous Segment Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or arrhythmias.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant deviation from the normal pattern, with values rapidly increasing and then decreasing, indicating a Continuous Segment Anomaly. Furthermore, the overall pattern of the sequence changes multiple times, suggesting a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or arrhythmias.\nActionID: 7"
+    },
+    "5613": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.62, 1.0, 1.32, 1.68, 1.96, 2.11), followed by a gradual downward drift (e.g., -0.01 to -0.24), indicating a Drift Anomaly. Additionally, the sequence shows non",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.62, 1.0, 1.32, 1.68, 1.96, 2.11), followed by a gradual downward drift (e.g., -0.01 to -0.24), indicating a Drift Anomaly. Additionally, the sequence shows non"
+    },
+    "5617": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 46, there is a significant upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 46, there is a significant upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.\nActionID: 14"
+    },
+    "5621": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "5625": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "5629": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (40000.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (40000.0) from index 15 to 17, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "5633": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5637": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5641": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 38.4, 38.42, 38.44) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "5645": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 123.0, 133.0, 143.0, 153.0, 163.0, 173.0, 183.0, 193.0, 203.0, 213.0, 223.0, 233.0, 243.0, 253.0, 263.0, 273.0, 283.0, 293.0, 303.0, 313.0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 123.0, 133.0, 143.0, 153.0, 163.0, 173.0, 183.0, 193.0, 203.0, 213.0, 223.0, 233.0, 243.0, 253.0, 263.0, 273.0, 283.0, 293.0, 303.0, 313.0"
+    },
+    "5649": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 39 and 0.26 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 39 and 0.26 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+    },
+    "5653": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 32 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 32 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "5657": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.21) and a subsequent extreme drop at index 92 (value -1.28), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, indicating a disruption in the ECG signal. The extreme drop and recovery suggest a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.21) and a subsequent extreme drop at index 92 (value -1.28), followed by a recovery. This sequence exhibits a sudden and significant deviation from the normal pattern, indicating a disruption in the ECG signal. The extreme drop and recovery suggest a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5661": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5665": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 253.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 253.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5669": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "5673": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 17 and 0.231 at index 27) and abrupt changes in amplitude, deviating significantly from the surrounding values. These spikes disrupt the normal fluctuation pattern and are not consistent with the overall trend. Additionally, the sequence does not follow a consistent pattern, and the spikes are isolated anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 17 and 0.231 at index 27) and abrupt changes in amplitude, deviating significantly from the surrounding values. These spikes disrupt the normal fluctuation pattern and are not consistent with the overall trend. Additionally, the sequence does not follow a consistent pattern, and the spikes are isolated anomalies.\nActionID: 8"
+    },
+    "5677": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5681": {
+        "Thought": "The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 16, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 16, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5685": {
+        "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of signal or sensor failure, which is characteristic of a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 56, disrupting the normal fluctuations of the time series. This abrupt change indicates a loss of signal or sensor failure, which is characteristic of a sudden flatline anomaly.\nActionID: 10"
+    },
+    "5689": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.34, 1.96, 2.28, 2.56, 2.72, 3.08), which deviates significantly from the earlier fluctu",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.34, 1.96, 2.28, 2.56, 2.72, 3.08), which deviates significantly from the earlier fluctu"
+    },
+    "5693": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5697": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "5701": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5705": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5709": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 15, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "5713": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12111.19) from index 10 to 12, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12111.19) from index 10 to 12, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "5717": {
+        "Thought": "The sequence exhibits a sudden spike at index 23 (value 0.18) and index 24 (value 0.38), which are significantly higher than the surrounding values that generally range between 0.02 and 0.1. These spikes disrupt the otherwise stable pattern of the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 23 (value 0.18) and index 24 (value 0.38), which are significantly higher than the surrounding values that generally range between 0.02 and 0.1. These spikes disrupt the otherwise stable pattern of the sequence.\nActionID: 12"
+    },
+    "5721": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "5725": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 63, where the values rapidly increase to a peak (e.g., 2.09) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 63, where the values rapidly increase to a peak (e.g., 2.09) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+    },
+    "5729": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5733": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.22). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.22). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "5737": {
+        "Thought": "The sequence exhibits multiple sudden spikes, such as at index 11 (48.384), index 12 (48.384), index 13 (48.384), and index 14 (48.384), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple sudden spikes, such as at index 11 (48.384), index 12 (48.384), index 13 (48.384), and index 14 (48.384), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "5741": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5745": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 24, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.\nActionID: 3"
+    },
+    "5749": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 56, there is a sudden and significant increase in values, with peaks reaching as high as 7.0. This abrupt change in the statistical properties, including the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 56, there is a sudden and significant increase in values, with peaks reaching as high as 7.0. This abrupt change in the statistical properties, including the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "5753": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.84, 1.0, 1.28, 1.48, 1.68, 1.96,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.84, 1.0, 1.28, 1.48, 1.68, 1.96,"
+    },
+    "5757": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.21), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear increase in values (e.g., 0.6 to 2.84) followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrhythmias. The most",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.21), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear increase in values (e.g., 0.6 to 2.84) followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrhythmias. The most"
+    },
+    "5761": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 26 (-1.38) and index 27 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 91, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 26 (-1.38) and index 27 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 91, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nActionID: 12"
+    },
+    "5765": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5769": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+    },
+    "5773": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28) followed by a sharp drop (-0.44 and -0.71), which disrupts the normal fluctuation pattern. Additionally, there is a significant nonlinear growth pattern starting around index 75, where the values increase rapidly (e.g., 0.7, 1.0, 1.37, 1.69, 1.96, 2.11) before returning to a more stable range. This indicates a combination of sudden spikes and nonlinear pattern anomalies.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 10, there is a sudden spike (0.28) followed by a sharp drop (-0.44 and -0.71), which disrupts the normal fluctuation pattern. Additionally, there is a significant nonlinear growth pattern starting around index 75, where the values increase rapidly (e.g., 0.7, 1.0, 1.37, 1.69, 1.96, 2.11) before returning to a more stable range. This indicates a combination of sudden spikes and nonlinear pattern anomalies.\nActionID: 14"
+    },
+    "5777": {
+        "Thought": "The time series initially fluctuates within a relatively stable range, but starting around index 33, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels. This indicates a gradual deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates within a relatively stable range, but starting around index 33, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels. This indicates a gradual deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5781": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0) and a subsequent sharp increase in values. This is followed by a nonlinear growth pattern starting around index 35, where the values increase exponentially. The sequence then stabilizes and fluctuates around a higher range. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent stabilization.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0) and a subsequent sharp increase in values. This is followed by a nonlinear growth pattern starting around index 35, where the values increase exponentially. The sequence then stabilizes and fluctuates around a higher range. The combination of these behaviors suggests a nonlinear pattern anomaly due to the exponential growth and subsequent stabilization.\nActionID: 14"
+    },
+    "5785": {
+        "Thought": "The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 16, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 16, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5789": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5793": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 80-83, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.11. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 80-83, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.11. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+    },
+    "5797": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.42) starting around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.42) starting around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "5801": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 29, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 29, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5805": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5809": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly followed by a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.61) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly followed by a"
+    },
+    "5813": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (0.211) and index 12 (0.188), deviating sharply from the surrounding values, which are generally in the range of 0.24 to 0.27. This indicates a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (0.211) and index 12 (0.188), deviating sharply from the surrounding values, which are generally in the range of 0.24 to 0.27. This indicates a sudden spike anomaly.\nActionID: 12"
+    },
+    "5817": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the segment around index 20-30 where the amplitude decreases significantly compared to the earlier part of the sequence. This disruption in the periodic pattern indicates a deviation from the expected behavior.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the segment around index 20-30 where the amplitude decreases significantly compared to the earlier part of the sequence. This disruption in the periodic pattern indicates a deviation from the expected behavior.\nActionID: 2"
+    },
+    "5821": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1000.0) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1000.0) from index 3 to 5, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "5825": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 26, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 26, there is a noticeable upward drift in the values, with the sequence gradually increasing and reaching higher levels. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5829": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "5833": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.31, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.31, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "5837": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "5841": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "5845": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.5), followed by a gradual recovery. Later, there is a nonlinear pattern of exponential growth (e.g., 0.2 to 2.54) and subsequent decay. Additionally, the sequence shows a drift in the negative direction (e.g., -0.2 to -1.52) and a sudden flatline near the end (e.g., 0.0 to 0.0). These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.5), followed by a gradual recovery. Later, there is a nonlinear pattern of exponential growth (e.g., 0.2 to 2.54) and subsequent decay. Additionally, the sequence shows a drift in the negative direction (e.g., -0.2 to -1.52) and a sudden flatline near the end (e.g., 0.0 to 0.0). These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear"
+    },
+    "5849": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.\nActionID: 8"
+    },
+    "5853": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.02, -1.42), which disrupts the sequence. This indicates a combination of sudden spikes and a flatline anomaly, but the most prominent feature is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) and a sharp drop (-1.02, -1.42), which disrupts the sequence. This indicates a combination of sudden spikes and a flatline anomaly, but the most prominent feature is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5857": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "5861": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "5865": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5869": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence transitions into a grad",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence transitions into a grad"
+    },
+    "5873": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5877": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5881": {
+        "Thought": "The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sparsely throughout the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 10.0, 11.0, 12.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sparsely throughout the time series.\nActionID: 8"
+    },
+    "5885": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5889": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 4 (12993.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 4 (12993.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+    },
+    "5893": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "5897": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "5901": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5905": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1995.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1995.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5909": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 41, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 41, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5913": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the overall behavior of the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the overall behavior of the sequence.\nActionID: 14"
+    },
+    "5917": {
+        "Thought": "The sequence exhibits a sudden flatline at index 10 with a value of 10.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different statistical distribution, indicating a potential change in the system's behavior.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 10 with a value of 10.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different statistical distribution, indicating a potential change in the system's behavior.\nActionID: 10"
+    },
+    "5921": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.01) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.01) and subsequent nonlinear fluctuations (e.g., exponential-like growth and decay). These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+    },
+    "5925": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 13 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 13 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5929": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "5933": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0",
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0, 66.0",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5937": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5941": {
+        "Thought": "The time series exhibits a nonlinear pattern with a sudden and significant deviation from the expected trend. Initially, the values fluctuate around a negative range, but starting at index 16, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from any linear or consistent pattern, indicating a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with a sudden and significant deviation from the expected trend. Initially, the values fluctuate around a negative range, but starting at index 16, there is a sharp upward trend followed by a peak and subsequent decline. This behavior deviates from any linear or consistent pattern, indicating a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "5945": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.61) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.61) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 14"
+    },
+    "5949": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "5953": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value (-1455.38) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value (-1455.38) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5957": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 0.27) and a significant drop at index 30 (value -0.24). This is followed by a sharp increase in values starting at index 31, indicating a nonlinear growth pattern. Additionally, there are repeated values (e.g., 0.27 and 0.26) disrupting the normal fluctuation pattern. The sequence also shows a sudden flatline at index 33 (value 0.0). These combined behaviors suggest a complex anomaly involving nonlinear growth, repeated values, and sudden",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 0.27) and a significant drop at index 30 (value -0.24). This is followed by a sharp increase in values starting at index 31, indicating a nonlinear growth pattern. Additionally, there are repeated values (e.g., 0.27 and 0.26) disrupting the normal fluctuation pattern. The sequence also shows a sudden flatline at index 33 (value 0.0). These combined behaviors suggest a complex anomaly involving nonlinear growth, repeated values, and sudden",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5961": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 90, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 90, which deviates from the earlier"
+    },
+    "5965": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently increase over time, deviating from the original level, which is indicative of a drift anomaly. This behavior is consistent with machine-system domains where gradual degradation or drift in performance can occur.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently increase over time, deviating from the original level, which is indicative of a drift anomaly. This behavior is consistent with machine-system domains where gradual degradation or drift in performance can occur.\nActionID: 11"
+    },
+    "5969": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1232.35 to -1451.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1232.35 to -1451.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "5973": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5977": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5981": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the sequence exhibits a gradual drift downward, deviating from the normal level of fluctuation. This indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "5985": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5989": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "5993": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 1.0 and consistently decreasing over time. This indicates a deviation from the normal level of fluctuation, suggesting a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 1.0 and consistently decreasing over time. This indicates a deviation from the normal level of fluctuation, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "5997": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "6001": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "6005": {
+        "Thought": "The value 50.0 at index 10 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.0 at index 10 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "6009": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "6013": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 2.0, but starting at index 10, there is a sudden and significant increase in values, peaking at 5.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 2.0, but starting at index 10, there is a sudden and significant increase in values, peaking at 5.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "6017": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 27 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+    },
+    "6021": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by a recovery to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by a recovery to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.\nActionID: 10"
+    },
+    "6025": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+    },
+    "6029": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "6033": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 13.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 13.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "6037": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "6041": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    }
+}
\ No newline at end of file
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.rank3.json b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.rank3.json
new file mode 100644
index 0000000000000000000000000000000000000000..695b082e82309cd43bcc1eaca6df9064ddef41d7
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/sft/eval/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.rank3.json
@@ -0,0 +1,10544 @@
+{
+    "3": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 86 (0.28) and the sharp drop at index 87 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 86 (0.28) and the sharp drop at index 87 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "7": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows a gradual increase and stabilization, but starting around index 74, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58, -1.62). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The sharp drop and subsequent recovery suggest a significant disruption in the ECG signal, which could indicate a healthcare-related anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows a gradual increase and stabilization, but starting around index 74, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58, -1.62). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The sharp drop and subsequent recovery suggest a significant disruption in the ECG signal, which could indicate a healthcare-related anomaly.\nActionID: 12"
+    },
+    "11": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "15": {
+        "Thought": "The sequence contains multiple anomalies. At index 11 and 12, the values 26.42 and 26.44 are extreme outliers compared to the surrounding data, indicating amplitude anomalies. Additionally, the repeated value 26.44 at index 12 disrupts the normal fluctuation pattern. These anomalies are indicative of sensor malfunctions or environmental changes in the domain of Environment-Sensor.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains multiple anomalies. At index 11 and 12, the values 26.42 and 26.44 are extreme outliers compared to the surrounding data, indicating amplitude anomalies. Additionally, the repeated value 26.44 at index 12 disrupts the normal fluctuation pattern. These anomalies are indicative of sensor malfunctions or environmental changes in the domain of Environment-Sensor.\nActionID: 6"
+    },
+    "19": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "23": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "27": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 13 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "31": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "35": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 12.0 and ending at 6.0. This indicates a systematic deviation from the original level, suggesting a long-term drift in the data. The sequence does not return to its original range, confirming a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 12.0 and ending at 6.0. This indicates a systematic deviation from the original level, suggesting a long-term drift in the data. The sequence does not return to its original range, confirming a Drift Anomaly.\nActionID: 11"
+    },
+    "39": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "43": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "47": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern starting around index 25, with values increasing exponentially before stabilizing and then fluctuating. This indicates a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern, which dominates the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 19 (value 1.0), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern starting around index 25, with values increasing exponentially before stabilizing and then fluctuating. This indicates a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern, which dominates the sequence.\nActionID: 14"
+    },
+    "51": {
+        "Thought": "The sequence exhibits irregular fluctuations with no clear periodicity or trend, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain within a reasonable range for a time series from the domain of Twitter-Ticker_Symbol, suggesting no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits irregular fluctuations with no clear periodicity or trend, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain within a reasonable range for a time series from the domain of Twitter-Ticker_Symbol, suggesting no anomalies.\nActionID: 0"
+    },
+    "55": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. Initially, there is a sharp decline followed by a recovery, and then the sequence transitions into a highly erratic pattern with no consistent trend or periodicity. This behavior deviates from any linear or predictable pattern, indicating a nonlinear anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. Initially, there is a sharp decline followed by a recovery, and then the sequence transitions into a highly erratic pattern with no consistent trend or periodicity. This behavior deviates from any linear or predictable pattern, indicating a nonlinear anomaly.\nActionID: 14"
+    },
+    "59": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 27 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "63": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "67": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 20, peaking at index 23, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "71": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 33, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in behavior.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 33, there is a sudden and significant increase in values, peaking at 7.0, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in behavior.\nActionID: 4"
+    },
+    "75": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "79": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "83": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "87": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to -0.58 and -0.78, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 55, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to -0.58 and -0.78, indicating a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern"
+    },
+    "91": {
+        "Thought": "The sequence exhibits multiple anomalies. There are repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, there are segments where the values deviate significantly from the expected range, such as the sudden drop to 0.0 and subsequent recovery, which suggests a Continuous Segment Anomaly. The overall pattern also shows irregularities in amplitude and distribution, but the most prominent anomaly is the repeated values.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. There are repeated values (e.g., 1.36, 1.38) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, there are segments where the values deviate significantly from the expected range, such as the sudden drop to 0.0 and subsequent recovery, which suggests a Continuous Segment Anomaly. The overall pattern also shows irregularities in amplitude and distribution, but the most prominent anomaly is the repeated values.\nActionID: 9"
+    },
+    "95": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.32, 3.68, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 2.32, 3.68, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward"
+    },
+    "99": {
+        "Thought": "The sequence exhibits a sudden spike at index 30 (value 0.14) and index 31 (value 0.16), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the otherwise stable pattern of the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 30 (value 0.14) and index 31 (value 0.16), which are significantly higher than the surrounding values that generally range between 0.02 and 0.06. These spikes disrupt the otherwise stable pattern of the sequence.\nActionID: 12"
+    },
+    "103": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "108": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "112": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -1.08, -0.89) and then gradually returns to a more stable range. This abrupt change in the statistical properties of the sequence indicates a clear disruption in the pattern. Given the domain of Healthcare-ECG, this could represent a sudden and extreme event in the ECG signal, such as a sharp drop in voltage or a transient artifact.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 86, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -1.08, -0.89) and then gradually returns to a more stable range. This abrupt change in the statistical properties of the sequence indicates a clear disruption in the pattern. Given the domain of Healthcare-ECG, this could represent a sudden and extreme event in the ECG signal, such as a sharp drop in voltage or a transient artifact.\nActionID: 4"
+    },
+    "116": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 3, where the value (-120.5) is drastically different from the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 3, where the value (-120.5) is drastically different from the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.\nActionID: 4"
+    },
+    "120": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 5 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 5 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "124": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.04, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.04, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike."
+    },
+    "128": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "132": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-1.28) and index 13 (-1.51), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.21), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The sequence also shows nonlinear growth in certain segments, deviating from the original pattern. Given the healthcare",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 10 (0.28) and index 11 (0.46), followed by a sharp drop at index 12 (-1.28) and index 13 (-1.51), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.21), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The sequence also shows nonlinear growth in certain segments, deviating from the original pattern. Given the healthcare"
+    },
+    "136": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "140": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1237.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1237.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "144": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1238.39) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1238.39) from index 11 to 13, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "148": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 24 (value 1535.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 24 (value 1535.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "152": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations that resemble a normal ECG signal, with no significant deviations, disruptions, or anomalies. The values remain within expected bounds for an ECG signal, and there are no abrupt changes, spikes, or flatlines. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations that resemble a normal ECG signal, with no significant deviations, disruptions, or anomalies. The values remain within expected bounds for an ECG signal, and there are no abrupt changes, spikes, or flatlines. This is a normal sequence.\nActionID: 0"
+    },
+    "156": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 49, where the values jump from the range of approximately 120-130 to much higher values (e.g., 153.8, 163.8, 165.8, 170.8, 173.8, 176.8, 180.8, 183.8). This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 49, where the values jump from the range of approximately 120-130 to much higher values (e.g., 153.8, 163.8, 165.8, 170.8, 173.8, 176.8, 180.8, 183.8). This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series.\nActionID: 4"
+    },
+    "160": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.7, 2.72, 3.41) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.7, 2.72, 3.41) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "164": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "168": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 59 (-1.28) and index 60 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 59 to 63, suggesting a continuous segment anomaly. However, the most prominent anomaly is the sudden spike at indices 59 and 60.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 59 (-1.28) and index 60 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 59 to 63, suggesting a continuous segment anomaly. However, the most prominent anomaly is the sudden spike at indices 59 and 60.\nActionID: 12"
+    },
+    "172": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden and significant deviation into negative values starting at index 16. This abrupt transition disrupts the flatline pattern and introduces a new fluctuating pattern with negative values. The flatline behavior is then restored intermittently, but the overall pattern is dominated by the abrupt transition to negative values. This indicates a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden and significant deviation into negative values starting at index 16. This abrupt transition disrupts the flatline pattern and introduces a new fluctuating pattern with negative values. The flatline behavior is then restored intermittently, but the overall pattern is dominated by the abrupt transition to negative values. This indicates a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "176": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "180": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.9, 3.61, 4.21), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.12 to -1.18), which is indic",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.9, 3.61, 4.21), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.12 to -1.18), which is indic"
+    },
+    "184": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.48). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) around index 50, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "188": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 76-79, where the sequence drops sharply to -1.11, -1.41, -1.0, and -0.62, compared to the surrounding values that are relatively stable and within a smaller range. This sharp drop is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 76-79, where the sequence drops sharply to -1.11, -1.41, -1.0, and -0.62, compared to the surrounding values that are relatively stable and within a smaller range. This sharp drop is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "192": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "196": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "200": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+    },
+    "204": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 23 (value 0.53) followed by a sharp drop at index 24 (value -0.48) and index 25 (value -0.78), which disrupts the normal fluctuation pattern. Additionally, there is a significant drift in the latter part of the sequence, starting around index 90, where the values gradually increase to a peak (e.g., 1.21 at index 97) and then decrease, deviating from the earlier range. This indicates a combination of sudden spikes and a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 23 (value 0.53) followed by a sharp drop at index 24 (value -0.48) and index 25 (value -0.78), which disrupts the normal fluctuation pattern. Additionally, there is a significant drift in the latter part of the sequence, starting around index 90, where the values gradually increase to a peak (e.g., 1.21 at index 97) and then decrease, deviating from the earlier range. This indicates a combination of sudden spikes and a drift anomaly.\nActionID: 11"
+    },
+    "208": {
+        "Thought": "The entire sequence is a flatline of zeros with no fluctuations or variations, indicating a complete loss of normal activity or signal. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The entire sequence is a flatline of zeros with no fluctuations or variations, indicating a complete loss of normal activity or signal. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "212": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 6.9 and eventually stabilizing near 5.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 6.9 and eventually stabilizing near 5.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "216": {
+        "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 17 and 13.0 at index 20), abrupt drops (e.g., 0.0 at index 16), and inconsistent fluctuations. These anomalies disrupt the normal pattern of the time series, indicating a combination of sudden spikes and sparse anomalies. However, the most prominent feature is the sudden spikes that stand out significantly from the surrounding values.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 17 and 13.0 at index 20), abrupt drops (e.g., 0.0 at index 16), and inconsistent fluctuations. These anomalies disrupt the normal pattern of the time series, indicating a combination of sudden spikes and sparse anomalies. However, the most prominent feature is the sudden spikes that stand out significantly from the surrounding values.\nActionID: 12"
+    },
+    "220": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around indices 63 to 66, where the values plummet to -1.28, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around indices 63 to 66, where the values plummet to -1.28, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "224": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 34, there is a gradual and consistent downward drift in values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 34, there is a gradual and consistent downward drift in values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "228": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "232": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "236": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.11, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.06), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.11, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.06), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "240": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series, suggesting a shift in the overall trend.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series, suggesting a shift in the overall trend.\nActionID: 3"
+    },
+    "244": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "248": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 93, where the value drops sharply to -1.05 and then further to -1.33, followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 93, where the value drops sharply to -1.05 and then further to -1.33, followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+    },
+    "252": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "256": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "260": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 2.92, 3.72) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 2.92, 3.72) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "264": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+    },
+    "268": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "272": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "276": {
+        "Thought": "The sequence exhibits a sudden spike at index 30 (value 0.2), which deviates significantly from the surrounding values that generally range between 0.02 and 0.06. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 30 (value 0.2), which deviates significantly from the surrounding values that generally range between 0.02 and 0.06. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "280": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "284": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "288": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "292": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.09, 0.12), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 72, there is an extreme spike (0.42) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.09, 0.12), followed by a sharp drop to negative values (e.g., -0.01, -0.02). At index 72, there is an extreme spike (0.42) followed by a sharp drop to -0.58 and -0.74, indicating a sudden and significant disruption. This is characteristic of a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual"
+    },
+    "296": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and decreasing to 0.0, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and decreasing to 0.0, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "300": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 33, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 33, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+    },
+    "304": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "308": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.96, 2.11, 3.68, 4.81) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.96, 2.11, 3.68, 4.81) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+    },
+    "312": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "316": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 17 (value 19993.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 17 (value 19993.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "320": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "324": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "328": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.06 to 2.11) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to 0.61 to -0.68 to -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.06 to 2.11) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by"
+    },
+    "332": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "336": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.64, which further disrupts the sequence. These sudden spikes and drops are characteristic of Sudden"
+    },
+    "340": {
+        "Thought": "The value 60.9 at index 33 is a sudden and extreme spike compared to the surrounding values, which generally range between 30 and 36. This spike disrupts the sequence temporarily before returning to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 60.9 at index 33 is a sudden and extreme spike compared to the surrounding values, which generally range between 30 and 36. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+    },
+    "344": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-Utilization data, and no significant anomalies are detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-Utilization data, and no significant anomalies are detected.\nActionID: 0"
+    },
+    "348": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.06) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 3.06) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "352": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "356": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1.021), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1.021), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "360": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.07), but starting at index 40, there is a sudden and significant increase in values, peaking at 0.34. This is followed by a sharp drop and a transition into a new pattern with higher variability and a different range (0.1 to 0.16). This indicates a sudden shift in the statistical properties of the sequence, likely due to a change in the underlying process.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.07), but starting at index 40, there is a sudden and significant increase in values, peaking at 0.34. This is followed by a sharp drop and a transition into a new pattern with higher variability and a different range (0.1 to 0.16). This indicates a sudden shift in the statistical properties of the sequence, likely due to a change in the underlying process.\nActionID: 4"
+    },
+    "364": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 1295.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 1295.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range.\nActionID: 12"
+    },
+    "368": {
+        "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are multiple instances of sudden spikes, such as at index 13 (6.7) and index 29 (6.6), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are multiple instances of sudden spikes, such as at index 13 (6.7) and index 29 (6.6), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "372": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 27. This abrupt transition disrupts the normal pattern and introduces a new trend of fluctuating negative values. The flatline at the beginning and the subsequent shift indicate a significant change in the statistical properties of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 27. This abrupt transition disrupts the normal pattern and introduces a new trend of fluctuating negative values. The flatline at the beginning and the subsequent shift indicate a significant change in the statistical properties of the sequence.\nActionID: 4"
+    },
+    "376": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "380": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting"
+    },
+    "384": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.12). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations and deviations from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "389": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 17 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "393": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a drop to -0.48 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a drop to -0.48 and -0.63, as well as other similar patterns. These sudden deviations from the surrounding values indicate the presence of sudden spikes and drops, which are characteristic of Sudden Spike Anomalies. Additionally, the sequence returns to a more stable pattern after these events, further supporting this anomaly type.\nActionID: 12"
+    },
+    "397": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.37 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.37 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 80 onward), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "401": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, starting around 10.06 and decreasing to around 8.4 by the end. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, starting around 10.06 and decreasing to around 8.4 by the end. This indicates a consistent deviation from the original level, suggesting a gradual drift in the data.\nActionID: 11"
+    },
+    "405": {
+        "Thought": "The sequence exhibits a sudden spike at index 11 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 11 (value 40.25), which significantly deviates from the surrounding values that generally range between 30 and 35. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+    },
+    "409": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 1.3. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This indicates a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 1.3. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This indicates a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "413": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "417": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "421": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "425": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "429": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 80, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "433": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), followed by a significant drop to -1.21 at index 100. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. Additionally, the sequence does not return to a stable baseline immediately, suggesting a disruption in the expected behavior.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), followed by a significant drop to -1.21 at index 100. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal. Additionally, the sequence does not return to a stable baseline immediately, suggesting a disruption in the expected behavior.\nActionID: 12"
+    },
+    "437": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12, 13, 19, 20, 21, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12, 13, 19, 20, 21, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51,"
+    },
+    "441": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26 (-1237.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26 (-1237.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "445": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 133.33 at index 17), abrupt drops (e.g., -120.11 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic and extreme values suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 133.33 at index 17), abrupt drops (e.g., -120.11 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic and extreme values suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "449": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "453": {
+        "Thought": "The time series initially exhibits a gradual upward trend, followed by a sudden and sharp increase in values starting around index 16, peaking at index 20. Afterward, the sequence transitions into a fluctuating pattern with a gradual decline, indicating a significant change in the long-term trend. This suggests a sudden shift in the trajectory of the system.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a sudden and sharp increase in values starting around index 16, peaking at index 20. Afterward, the sequence transitions into a fluctuating pattern with a gradual decline, indicating a significant change in the long-term trend. This suggests a sudden shift in the trajectory of the system.\nActionID: 3"
+    },
+    "457": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11650.0) from index 19 to 21, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "461": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme drops.\nActionID: 12"
+    },
+    "465": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value shifts abruptly from -1232.25 to -1035.51, deviating from the surrounding pattern. This indicates a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value shifts abruptly from -1232.25 to -1035.51, deviating from the surrounding pattern. This indicates a sudden spike anomaly.\nActionID: 12"
+    },
+    "469": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "473": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "477": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "481": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic high values (e.g., 1.0, 2.0, 3.0) interspersed with zeros, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros, losing normal fluctuations. This combination of sparse anomalies and a sudden flatline suggests a disruption in the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic high values (e.g., 1.0, 2.0, 3.0) interspersed with zeros, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros, losing normal fluctuations. This combination of sparse anomalies and a sudden flatline suggests a disruption in the time series.\nActionID: 8"
+    },
+    "485": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.96, 2.46, 2.92, 3.18) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.96, 2.46, 2.92, 3.18) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.05 to -0"
+    },
+    "489": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "493": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to extreme negative values (-0.72, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to extreme negative values (-0.72, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes"
+    },
+    "497": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.72, 0.88, 1.08, 1.36, 1.52, 1.76) starting around index 90, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.72, 0.88, 1.08, 1.36, 1.52, 1.76) starting around index 90, which deviates from the"
+    },
+    "501": {
+        "Thought": "The value 50.27 at index 42 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 33-36. This isolated spike disrupts the normal pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.27 at index 42 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 33-36. This isolated spike disrupts the normal pattern of the sequence.\nActionID: 1"
+    },
+    "505": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "509": {
+        "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "513": {
+        "Thought": "The value 4.0 at index 24 significantly deviates from the surrounding data points, which mostly range between 2.0 and 2.6. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 4.0 at index 24 significantly deviates from the surrounding data points, which mostly range between 2.0 and 2.6. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "517": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "521": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of"
+    },
+    "525": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1427.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1427.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "529": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with Sudden Spike Anomaly in ECG data, where abrupt changes in amplitude can indicate irregularities in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 72-75, where the sequence transitions from a relatively stable range to extreme values such as 0.25, 0.65, -0.65, and -1.01. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with Sudden Spike Anomaly in ECG data, where abrupt changes in amplitude can indicate irregularities in the signal.\nActionID: 12"
+    },
+    "533": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+    },
+    "537": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "541": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. This indicates a combination of amplitude anomalies and potential distributional changes. Additionally, the sequence transitions into a nonlinear pattern with irregular spikes and drops, breaking the original stable trend. The most prominent anomaly is the nonlinear pattern change.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. This indicates a combination of amplitude anomalies and potential distributional changes. Additionally, the sequence transitions into a nonlinear pattern with irregular spikes and drops, breaking the original stable trend. The most prominent anomaly is the nonlinear pattern change.\nActionID: 14"
+    },
+    "545": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant and abrupt drop to -1.23, which is an Amplitude Anomaly. Later, the sequence shows a nonlinear growth pattern starting around index 90, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant and abrupt drop to -1.23, which is an Amplitude Anomaly. Later, the sequence shows a nonlinear growth pattern starting around index 90, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 1"
+    },
+    "549": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "553": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.4, 3.11) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.4, 3.11) starting around index 112, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the ECG"
+    },
+    "557": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "562": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.31, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.31, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors"
+    },
+    "566": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 8 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 8 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "570": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 50, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 50, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "574": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "578": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows a gradual downward trend, followed by a sudden spike at index 41 (value 0.24) and a sharp drop at index 42 (value -0.24). This is followed by a significant drop at index 43 (value -0.56) and a further extreme drop at index 44 (value -1.04). These sudden and extreme deviations from the surrounding values indicate a combination of sudden spikes and amplitude anomalies. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, breaking the original trend. The most prominent anomaly is the nonlinear pattern caused by",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows a gradual downward trend, followed by a sudden spike at index 41 (value 0.24) and a sharp drop at index 42 (value -0.24). This is followed by a significant drop at index 43 (value -0.56) and a further extreme drop at index 44 (value -1.04). These sudden and extreme deviations from the surrounding values indicate a combination of sudden spikes and amplitude anomalies. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, breaking the original trend. The most prominent anomaly is the nonlinear pattern caused by",
+        "ParseError": "unrecognized_action_id"
+    },
+    "582": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "586": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "590": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "594": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "598": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the overall behavior of the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, starting from index 26, the values begin to rise again, indicating a nonlinear pattern that deviates from the original trend. This suggests a significant change in the overall behavior of the sequence.\nActionID: 14"
+    },
+    "602": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.32) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.32) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "606": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "610": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier"
+    },
+    "614": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "618": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "622": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.28, 0.46, 0.72, 1.0, 1.36, 1.52, 1.76, 2.08, 2.28, 2.46, 2.64), indicating a Nonlinear Pattern Anomaly. Additionally, the",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.28, 0.46, 0.72, 1.0, 1.36, 1.52, 1.76, 2.08, 2.28, 2.46, 2.64), indicating a Nonlinear Pattern Anomaly. Additionally, the"
+    },
+    "626": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "630": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.6 to 4.31) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of ECG anomalies.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.6 to 4.31) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of ECG anomalies.\nActionID: 14"
+    },
+    "634": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "638": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "642": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.06), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with some irregularities. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 33 (value 1.06), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 34 to 40, where the values increase exponentially. This is followed by a return to a fluctuating pattern with some irregularities. The combination of these behaviors suggests a mix of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+    },
+    "646": {
+        "Thought": "The time series exhibits a sudden and extreme deviation in values around indices 66-70, where the values spike to 0.25, 0.66, -0.65, -1.1, and -1.02, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the baseline. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation in values around indices 66-70, where the values spike to 0.25, 0.66, -0.65, -1.1, and -1.02, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the baseline. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+    },
+    "650": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+    },
+    "654": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Following this, the sequence transitions into a flatline of zeros (e.g., 0.0, 0.0, 0.0, 0.0), indicating a Sudden Flatline Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06, 0.1, 0.14, 0.18, 0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Following this, the sequence transitions into a flatline of zeros (e.g., 0.0, 0.0, 0.0, 0.0), indicating a Sudden Flatline Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06, 0.1, 0.14, 0.18, 0"
+    },
+    "658": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "662": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1538.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "666": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.48, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "670": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 4.26, followed by a sharp decline and subsequent fluctuations. The sequence exhibits a nonlinear pattern with irregular changes in amplitude and direction, deviating from any consistent linear or periodic trend. This suggests a significant disruption in the original pattern, likely due to environmental sensor anomalies.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 4.26, followed by a sharp decline and subsequent fluctuations. The sequence exhibits a nonlinear pattern with irregular changes in amplitude and direction, deviating from any consistent linear or periodic trend. This suggests a significant disruption in the original pattern, likely due to environmental sensor anomalies.\nActionID: 14"
+    },
+    "674": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.56, 1.92, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.1, 1.56, 1.92, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+    },
+    "678": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase without returning to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "682": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern at index 83, where the value drops sharply to -0.78 and then further to -1.0, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the surrounding data, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at index 83, where the value drops sharply to -0.78 and then further to -1.0, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the surrounding data, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "686": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "690": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 96, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76) starting around index 96, which deviates from the earlier"
+    },
+    "694": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), indicating a sudden spike anomaly. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (4.01), followed by a nonlinear pattern of fluctuations, and then a gradual downward drift. This suggests a combination of sudden spike anomaly, nonlinear pattern anomaly, and drift anomaly. However, the",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), indicating a sudden spike anomaly. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (4.01), followed by a nonlinear pattern of fluctuations, and then a gradual downward drift. This suggests a combination of sudden spike anomaly, nonlinear pattern anomaly, and drift anomaly. However, the"
+    },
+    "698": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a return to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which is characteristic of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a return to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which is characteristic of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "702": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "706": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 86, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.38, -0.68, -0.72), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 86, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.38, -0.68, -0.72), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.\nActionID: 12"
+    },
+    "710": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "714": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize and exhibit minor fluctuations around a certain range, indicating a potential drift or stabilization in the latter part of the sequence. This suggests a gradual deviation from the original trend.\nActionID: 11"
+    },
+    "718": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "722": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -1252.35 to -1379.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -1252.35 to -1379.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "726": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "730": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a repeated value (136.0) at index 30, disrupting the normal fluctuation pattern. The repeated value further amplifies the anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a repeated value (136.0) at index 30, disrupting the normal fluctuation pattern. The repeated value further amplifies the anomaly.\nActionID: 9"
+    },
+    "734": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "738": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 30, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 30, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "742": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 24 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "746": {
+        "Thought": "The sequence exhibits a gradual downward drift in values, starting from approximately 10.0 and moving toward lower values, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, starting from approximately 10.0 and moving toward lower values, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "750": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -2252.35 to -2403.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "754": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "758": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.58, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.3, 1.66, 1.92, 2.11, 2.38), followed by a return to a more stable pattern, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.58, -1.1), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.3, 1.66, 1.92, 2.11, 2.38), followed by a return to a more stable pattern, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g., -"
+    },
+    "762": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "766": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "770": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "774": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, which is characteristic of a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 87, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, which is characteristic of a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 87, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.\nActionID: 14"
+    },
+    "778": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 20. Afterward, the values begin to recover and fluctuate within a higher range, but the overall trend indicates a gradual deviation from the original level, suggesting a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 20. Afterward, the values begin to recover and fluctuate within a higher range, but the overall trend indicates a gradual deviation from the original level, suggesting a drift anomaly.\nActionID: 11"
+    },
+    "782": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "786": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "790": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the overall trend exhibits a gradual drift downward, deviating from the initial level of fluctuation. This indicates a gradual drift away from the normal level.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values do not return to the original range, and the overall trend exhibits a gradual drift downward, deviating from the initial level of fluctuation. This indicates a gradual drift away from the normal level.\nActionID: 11"
+    },
+    "794": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with the sequence transitioning into a nonlinear growth pattern. The exponential-like increase in values suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 26, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with the sequence transitioning into a nonlinear growth pattern. The exponential-like increase in values suggests a Nonlinear Pattern Anomaly.\nActionID: 14"
+    },
+    "798": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.38, -1.39). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.38, -1.39). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "802": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "806": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "810": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, from index 91 onward, there is a significant upward drift in values, peaking at 4.61, followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward drift in the later part, suggesting a Drift Anomaly. Given",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, from index 91 onward, there is a significant upward drift in values, peaking at 4.61, followed by a nonlinear pattern of fluctuations, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual downward drift in the later part, suggesting a Drift Anomaly. Given"
+    },
+    "814": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "818": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-utilization data, and no significant anomalies are detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-utilization data, and no significant anomalies are detected.\nActionID: 0"
+    },
+    "822": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a drastic drop to -1.3 and -1.56. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a drastic drop to -1.3 and -1.56. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "826": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 16 (value 1535.06), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 16 (value 1535.06), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "830": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.48, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.66, -0.48, -0.7), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,"
+    },
+    "834": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "838": {
+        "Thought": "The sequence exhibits a sudden spike in values at index 10 (10.0) and index 11 (10.5), which are significantly higher than the surrounding values that generally range between 3.0 and 5.0. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike in values at index 10 (10.0) and index 11 (10.5), which are significantly higher than the surrounding values that generally range between 3.0 and 5.0. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+    },
+    "842": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "846": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.32, 4.31, 5.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.32, 4.31, 5.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+    },
+    "850": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "854": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "858": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. Later, at index 77, there is a significant spike (0.22, 0.52, 0.62) followed by a sharp drop to -0.5 and -1.1, indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, with values deviating from the original trend and exhibiting irregular fl",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. Later, at index 77, there is a significant spike (0.22, 0.52, 0.62) followed by a sharp drop to -0.5 and -1.1, indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, with values deviating from the original trend and exhibiting irregular fl"
+    },
+    "862": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+    },
+    "866": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 51, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 51, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+    },
+    "870": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "874": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.73 at index 47), abrupt drops (e.g., -0.51 at index 48), and a significant deviation in the amplitude of certain segments (e.g., the spike to 1.56 at index 116). These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of abnormal ECG patterns. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 47-50 and 116-120. However, the most prominent anomaly is the sudden spike at",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.73 at index 47), abrupt drops (e.g., -0.51 at index 48), and a significant deviation in the amplitude of certain segments (e.g., the spike to 1.56 at index 116). These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are characteristic of abnormal ECG patterns. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 47-50 and 116-120. However, the most prominent anomaly is the sudden spike at"
+    },
+    "879": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 33, there is a noticeable downward drift in values, followed by a sudden flatline at 0.0 starting at index 47. This flatline persists for a significant duration, disrupting the normal fluctuations. After the flatline, the sequence resumes with a gradual upward drift, indicating a combination of a sudden flatline anomaly and a drift anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 33, there is a noticeable downward drift in values, followed by a sudden flatline at 0.0 starting at index 47. This flatline persists for a significant duration, disrupting the normal fluctuations. After the flatline, the sequence resumes with a gradual upward drift, indicating a combination of a sudden flatline anomaly and a drift anomaly.\nActionID: 10"
+    },
+    "883": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "887": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "891": {
+        "Thought": "The sequence exhibits a sudden flatline anomaly starting at index 30, where the values abruptly transition to a flatline of 0.0, disrupting the normal fluctuations observed earlier in the sequence. This flatline persists for a significant duration before returning to normal fluctuations.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline anomaly starting at index 30, where the values abruptly transition to a flatline of 0.0, disrupting the normal fluctuations observed earlier in the sequence. This flatline persists for a significant duration before returning to normal fluctuations.\nActionID: 10"
+    },
+    "895": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 90, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 90, which deviates from the earlier"
+    },
+    "899": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "903": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.59, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.59, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "907": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "911": {
+        "Thought": "The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "915": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 40, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 40, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "919": {
+        "Thought": "The time series initially exhibits a decreasing trend, followed by a sudden and sharp increase starting at index 33, where the values rise dramatically to a peak (e.g., 10.0, 10.25, 10.5, 10.75, 11.0, 11.25). This is followed by a gradual decline and stabilization. The sharp increase and subsequent stabilization indicate a significant deviation from the original trend, suggesting a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a decreasing trend, followed by a sudden and sharp increase starting at index 33, where the values rise dramatically to a peak (e.g., 10.0, 10.25, 10.5, 10.75, 11.0, 11.25). This is followed by a gradual decline and stabilization. The sharp increase and subsequent stabilization indicate a significant deviation from the original trend, suggesting a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "923": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.08) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.08) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom"
+    },
+    "927": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.24). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "931": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 96,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 96,"
+    },
+    "935": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "939": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "943": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "947": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "951": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.\nActionID: 0"
+    },
+    "955": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a rapid recovery and subsequent large oscillations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the baseline, which could also suggest a disruption in the ECG signal. However, the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 86, there is a sudden and extreme drop to -1.27, followed by a rapid recovery and subsequent large oscillations. This behavior indicates a sudden and significant deviation from the normal pattern, characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows irregular fluctuations and deviations from the baseline, which could also suggest a disruption in the ECG signal. However, the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "959": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "963": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and significant drop in values, followed by a recovery, which could indicate a Sudden Spike Anomaly. Additionally, the segment from index 83 to 90 shows a sharp increase in values, peaking at 2.0, which deviates from the surrounding pattern, suggesting a Continuous Segment Anomaly. Furthermore, the overall pattern of the sequence appears to change significantly in certain regions, such as the transition from a relatively stable pattern to a more fluctuating one, indicating a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden and significant drop in values, followed by a recovery, which could indicate a Sudden Spike Anomaly. Additionally, the segment from index 83 to 90 shows a sharp increase in values, peaking at 2.0, which deviates from the surrounding pattern, suggesting a Continuous Segment Anomaly. Furthermore, the overall pattern of the sequence appears to change significantly in certain regions, such as the transition from a relatively stable pattern to a more fluctuating one, indicating a Pattern Change Anomaly. Given the healthcare-ECG domain, these anomalies could represent irregular heartbeats or"
+    },
+    "967": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "971": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "975": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain within expected bounds for a normal AIOps-Amazon_CloudWatch time series.\nActionID: 0"
+    },
+    "979": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "983": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.41), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.38), indicating a sudden spike anomaly. Additionally, the segment from index 7 to 10 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Later in the sequence, starting around index 70, there is a nonlinear increase in values, peaking at index 75 (2.01), followed by a gradual decline, indicating a nonlinear pattern anomaly. These anomalies disrupt the",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.41), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.38), indicating a sudden spike anomaly. Additionally, the segment from index 7 to 10 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Later in the sequence, starting around index 70, there is a nonlinear increase in values, peaking at index 75 (2.01), followed by a gradual decline, indicating a nonlinear pattern anomaly. These anomalies disrupt the"
+    },
+    "987": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11, 2.38, 2.56) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11, 2.38, 2.56) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in"
+    },
+    "991": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.06, 0.07, 0.08) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.06, 0.07, 0.08) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "995": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a noticeable upward drift in the values, with the sequence gradually increasing and deviating from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "999": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "1003": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a flatline segment (e.g., 0.0, 0.0, -0.01, -0.01). Later, there is a nonlinear pattern of exponential growth (e.g., 0.92, 1.64, 2.92, 4.31) and subsequent decay. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of ECG anom",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), followed by a flatline segment (e.g., 0.0, 0.0, -0.01, -0.01). Later, there is a nonlinear pattern of exponential growth (e.g., 0.92, 1.64, 2.92, 4.31) and subsequent decay. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of ECG anom"
+    },
+    "1007": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 at index 114. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 at index 114. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "1011": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 27, where the values decrease sharply from 112.0 to 86.0 and then further to 74.0 and 70.0. This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 27, where the values decrease sharply from 112.0 to 86.0 and then further to 74.0 and 70.0. This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly.\nActionID: 12"
+    },
+    "1015": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.41, indicating a Sudden Spike Anomaly. Additionally, the segment from index 80 to 90 shows a significant upward drift, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain, these anomal",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.41, indicating a Sudden Spike Anomaly. Additionally, the segment from index 80 to 90 shows a significant upward drift, peaking at 2.52, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-ECG domain, these anomal"
+    },
+    "1019": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 21 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1023": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 19, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 19, where the value (-1251.38) deviates sharply from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1027": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+    },
+    "1031": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 8 to 10, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 8 to 10, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "1035": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "1039": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 11.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, indicating sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 11.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, indicating sporadic anomalies.\nActionID: 8"
+    },
+    "1043": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1047": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1051": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.21) and a subsequent sharp drop at index 97 (value -0.48), which significantly deviate from the surrounding values. This indicates a sudden and temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 96 (value 0.21) and a subsequent sharp drop at index 97 (value -0.48), which significantly deviate from the surrounding values. This indicates a sudden and temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1055": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "1059": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1063": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop into negative values (e.g., -0.02, -0.04). At index 59, there is a significant spike (0.62) followed by a sharp drop (-0.44, -0.72), indicating sudden spikes and drops. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.92, 1",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike in values (e.g., 0.12, 0.14, 0.16), followed by a sharp drop into negative values (e.g., -0.02, -0.04). At index 59, there is a significant spike (0.62) followed by a sharp drop (-0.44, -0.72), indicating sudden spikes and drops. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.92, 1",
+        "ParseError": "unrecognized_action_id"
+    },
+    "1067": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -1.0 to -0.1), followed by a sudden spike in values (e.g., 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1,",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -1.0 to -0.1), followed by a sudden spike in values (e.g., 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1,"
+    },
+    "1071": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 27, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 27, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a gradual decline and stabilization at a lower range (approximately 2.0 to 2.5). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+    },
+    "1075": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (10.0) and a sharp increase to 20.0 at index 16. This is followed by a nonlinear growth pattern starting at index 17, where the values increase exponentially, peaking at 32.0 at index 20. Afterward, the sequence transitions into a nonlinear decline, with values decreasing in a nonlinear manner. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes, disrupting the original trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (10.0) and a sharp increase to 20.0 at index 16. This is followed by a nonlinear growth pattern starting at index 17, where the values increase exponentially, peaking at 32.0 at index 20. Afterward, the sequence transitions into a nonlinear decline, with values decreasing in a nonlinear manner. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes, disrupting the original trend.\nActionID: 14"
+    },
+    "1079": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1083": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1087": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 34 (-1.28) and index 35 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 34 to 39 and the sharp positive spike at index 91 (1.09). These patterns suggest a combination of sudden spike anomalies and continuous segment anomalies. However, the most prominent anomaly is the sudden spike at index 34 and 35.\nAction",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 34 (-1.28) and index 35 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of the sequence where the values deviate from the normal fluctuation pattern, such as the continuous negative trend from index 34 to 39 and the sharp positive spike at index 91 (1.09). These patterns suggest a combination of sudden spike anomalies and continuous segment anomalies. However, the most prominent anomaly is the sudden spike at index 34 and 35.\nAction"
+    },
+    "1091": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.18), indicating sudden spikes and drops. Later, starting around index 74, there is a significant upward drift in values, peaking at index 77 (4.01), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.18), indicating sudden spikes and drops. Later, starting around index 74, there is a significant upward drift in values, peaking at index 77 (4.01), followed by a nonlinear pattern of fluctuations. This suggests a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern"
+    },
+    "1095": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.64, 0.72, 0.84, 0.92, 1.08, 1.28,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.32, 0.46, 0.51, 0.64, 0.72, 0.84, 0.92, 1.08, 1.28,"
+    },
+    "1099": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from around -1255.0 to -1379.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from around -1255.0 to -1379.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "1103": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 80, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.42, -1.43), which is highly unusual for an ECG signal. This is indicative of a sudden spike anomaly, as the values deviate significantly from the expected range and return to a more stable pattern afterward.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 80, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.68, -1.42, -1.43), which is highly unusual for an ECG signal. This is indicative of a sudden spike anomaly, as the values deviate significantly from the expected range and return to a more stable pattern afterward.\nActionID: 12"
+    },
+    "1107": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 47, there is a significant nonlinear increase, peaking at index 53, and then a sharp decline. Later, starting at index 93, there is a gradual upward drift, followed by a nonlinear increase and a sudden spike at the end. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the most prominent anomaly is the nonlinear",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 47, there is a significant nonlinear increase, peaking at index 53, and then a sharp decline. Later, starting at index 93, there is a gradual upward drift, followed by a nonlinear increase and a sudden spike at the end. These patterns indicate a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly, and Drift Anomaly. However, the most prominent anomaly is the nonlinear"
+    },
+    "1111": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.21), followed by a recovery to a stable pattern. Later, there is another significant spike and drop (e.g., 0.6 to 1.9 to 2.39 to 2.52 to 2.64 to 2.72 to 2.84 to 3.06 to 3.11 to 3.21 to 3.31 to 3.41 to 3.51 to 3.61 to 3.71",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.61 to -1.21), followed by a recovery to a stable pattern. Later, there is another significant spike and drop (e.g., 0.6 to 1.9 to 2.39 to 2.52 to 2.64 to 2.72 to 2.84 to 3.06 to 3.11 to 3.21 to 3.31 to 3.41 to 3.51 to 3.61 to 3.71"
+    },
+    "1115": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.9, 3.21, 3.68, 4.31) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.62, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 1.9, 3.21, 3.68, 4.31) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "1119": {
+        "Thought": "The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (55.5, 56.5, 58.5, 60.5, 63.5). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (55.5, 56.5, 58.5, 60.5, 63.5). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "1123": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline and stabilization at a lower range. This indicates a significant change in the statistical properties, such as the mean and variance, at certain points in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline and stabilization at a lower range. This indicates a significant change in the statistical properties, such as the mean and variance, at certain points in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "1127": {
+        "Thought": "The sequence contains isolated anomalous patterns, such as sudden spikes (e.g., 1.0, 2.0, 3.0) and intermittent flatline segments (e.g., 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains isolated anomalous patterns, such as sudden spikes (e.g., 1.0, 2.0, 3.0) and intermittent flatline segments (e.g., 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0"
+    },
+    "1131": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 21 (value 0.28) followed by a sharp drop at index 23 (value -0.38), indicating a Sudden Spike Anomaly. Later, starting around index 87, there is a significant upward drift in values, peaking at index 93 (value 1.5), followed by a gradual decline, which suggests a Drift Anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87 to 93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 21 (value 0.28) followed by a sharp drop at index 23 (value -0.38), indicating a Sudden Spike Anomaly. Later, starting around index 87, there is a significant upward drift in values, peaking at index 93 (value 1.5), followed by a gradual decline, which suggests a Drift Anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87 to 93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively"
+    },
+    "1135": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1139": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 19 and 0.23 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 19 and 0.23 at index 57), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+    },
+    "1143": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.22 to -0.33. These patterns suggest a combination of sudden spikes and continuous segment anomalies, which are common in ECG data when abnormal heart activity occurs.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.22 to -0.33. These patterns suggest a combination of sudden spikes and continuous segment anomalies, which are common in ECG data when abnormal heart activity occurs.\nActionID: 12"
+    },
+    "1147": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.06, 1.4, 1.68, 1.96, 2.28, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.06, 1.4, 1.68, 1.96, 2.28, 2.56), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e."
+    },
+    "1151": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "1155": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1159": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1163": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "1167": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.16, 0.21), followed by a sharp drop and a prolonged segment of negative values (e.g., -0.02, -0.03, -0.04). This indicates a combination of sudden spikes and a continuous segment anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. These characteristics suggest a disruption in the ECG signal, potentially indicating abnormal",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.1, 0.16, 0.21), followed by a sharp drop and a prolonged segment of negative values (e.g., -0.02, -0.03, -0.04). This indicates a combination of sudden spikes and a continuous segment anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. These characteristics suggest a disruption in the ECG signal, potentially indicating abnormal"
+    },
+    "1171": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1175": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 41, there is a significant upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 41, there is a significant upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.\nActionID: 14"
+    },
+    "1179": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, there is a sudden flatline of zeros, followed by a segment of negative values. This indicates a Sudden Flatline Anomaly. Additionally, the segment of negative values from index 33 to 39 deviates significantly from the earlier pattern, suggesting a Continuous Segment Anomaly. The overall pattern also shows a potential Drift Anomaly as the values gradually decrease toward the end of the sequence. However, the most prominent anomaly is the Sudden Flatline Anomaly at index 33.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 33, there is a sudden flatline of zeros, followed by a segment of negative values. This indicates a Sudden Flatline Anomaly. Additionally, the segment of negative values from index 33 to 39 deviates significantly from the earlier pattern, suggesting a Continuous Segment Anomaly. The overall pattern also shows a potential Drift Anomaly as the values gradually decrease toward the end of the sequence. However, the most prominent anomaly is the Sudden Flatline Anomaly at index 33.\nActionID: 10"
+    },
+    "1183": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1187": {
+        "Thought": "The sequence exhibits significant fluctuations in amplitude, with values ranging from as low as 123.0 to as high as 1521.0. These fluctuations appear to follow a consistent pattern without any abrupt deviations, disruptions, or anomalies. The sequence appears to be normal for the given domain of Server-YAHOO.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits significant fluctuations in amplitude, with values ranging from as low as 123.0 to as high as 1521.0. These fluctuations appear to follow a consistent pattern without any abrupt deviations, disruptions, or anomalies. The sequence appears to be normal for the given domain of Server-YAHOO.\nActionID: 0"
+    },
+    "1191": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a nonlinear pattern of exponential growth (e.g., 0.2 to 2.54) and subsequent decay. These disruptions indicate a combination of sudden spikes, nonlinear patterns, and potential distributional changes. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which breaks the original linear or stable trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a nonlinear pattern of exponential growth (e.g., 0.2 to 2.54) and subsequent decay. These disruptions indicate a combination of sudden spikes, nonlinear patterns, and potential distributional changes. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which breaks the original linear or stable trend.\nActionID: 14"
+    },
+    "1195": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1199": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.38, 1.56, 1.74, 1.92, 2.08,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.38, 1.56, 1.74, 1.92, 2.08,"
+    },
+    "1203": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56) starting around index 90, which deviates from the earlier fluctuations, indicating",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56) starting around index 90, which deviates from the earlier fluctuations, indicating"
+    },
+    "1207": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 68 (value 0.21) and a subsequent sharp drop at index 69 (value -0.68), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 68 (value 0.21) and a subsequent sharp drop at index 69 (value -0.68), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly.\nActionID: 12"
+    },
+    "1211": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, disrupting the normal ECG pattern. Toward the end of the sequence, there are sudden spikes and drops, including a sharp drop to -1.21 and -1.33, which are highly irregular for an ECG signal. These characteristics suggest a combination of a sudden flatline anomaly and sudden spike anomalies. However, the flatline behavior is the most prominent and sustained anomaly in this sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, disrupting the normal ECG pattern. Toward the end of the sequence, there are sudden spikes and drops, including a sharp drop to -1.21 and -1.33, which are highly irregular for an ECG signal. These characteristics suggest a combination of a sudden flatline anomaly and sudden spike anomalies. However, the flatline behavior is the most prominent and sustained anomaly in this sequence.\nActionID: 10"
+    },
+    "1215": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 3.11, 3.68) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+    },
+    "1219": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-2278.77), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-2278.77), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "1223": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "1227": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 20, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and significant upward shift starting around index 20, where the values increase sharply and stabilize at a higher range. This indicates a change in the long-term trend of the sequence.\nActionID: 3"
+    },
+    "1231": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.02 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.46, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.92, 2.11, 2.46, 2.68) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.02 to -0"
+    },
+    "1235": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "1239": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "1243": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 24, peaking at index 29, and then returning to a downward trend. This abrupt change in the long-term trajectory indicates a significant shift in the trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 24, peaking at index 29, and then returning to a downward trend. This abrupt change in the long-term trajectory indicates a significant shift in the trend of the sequence.\nActionID: 3"
+    },
+    "1247": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.46, 1.92, 2.28, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.46, 1.92, 2.28, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "1251": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "1255": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.5 and -1.11, which disrupt the normal pattern. These characteristics suggest a combination of a sudden flatline anomaly and sudden spike anomalies. However, the flatline behavior is the dominant anomaly in this sequence.\nAction",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.5 and -1.11, which disrupt the normal pattern. These characteristics suggest a combination of a sudden flatline anomaly and sudden spike anomalies. However, the flatline behavior is the dominant anomaly in this sequence.\nAction"
+    },
+    "1259": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.34), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear increase in values (e.g., 0.27 to 2.11) followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrhythmias. The",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.34), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear increase in values (e.g., 0.27 to 2.11) followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. Given the healthcare-ECG domain, these anomalies could indicate irregular heart activity or arrhythmias. The"
+    },
+    "1263": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 0.51), followed by a nonlinear pattern of exponential growth (e.g., 0.51 to 2.32) and subsequent decay. This indicates a combination of Drift Anomaly and Nonlinear Pattern Anomaly. Additionally, the sequence shows irregular fluctuations and disruptions",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 0.51), followed by a nonlinear pattern of exponential growth (e.g., 0.51 to 2.32) and subsequent decay. This indicates a combination of Drift Anomaly and Nonlinear Pattern Anomaly. Additionally, the sequence shows irregular fluctuations and disruptions"
+    },
+    "1267": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 17, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 17, where the value plummets to 13.0, deviating drastically from the surrounding values, which are in the range of 1000 to 2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1271": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1275": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 12 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 12 (value 1355.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1279": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1283": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1287": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.08). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.08). This indicates a sudden spike anomaly followed by a continuous segment of abnormal values"
+    },
+    "1291": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 46, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 46, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "1295": {
+        "Thought": "The sequence is predominantly flat with values of 0.04, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise consistent pattern. These isolated spikes are indicative of sporadic anomalies in the system.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.04, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise consistent pattern. These isolated spikes are indicative of sporadic anomalies in the system.\nActionID: 8"
+    },
+    "1299": {
+        "Thought": "The sequence exhibits normal fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain consistent with expected behavior for a financial exchange time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values vary smoothly and remain consistent with expected behavior for a financial exchange time series.\nActionID: 0"
+    },
+    "1303": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.52) and a subsequent sharp drop at index 99 (-0.48), which disrupt the normal pattern. These sudden deviations are characteristic of isolated spikes or drops in the data, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 98 (0.52) and a subsequent sharp drop at index 99 (-0.48), which disrupt the normal pattern. These sudden deviations are characteristic of isolated spikes or drops in the data, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1307": {
+        "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 56, there is a sudden and extreme drop to -1.0, which significantly deviates from the surrounding values. This is followed by a recovery to the previous range, indicating a sudden and isolated disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 56, there is a sudden and extreme drop to -1.0, which significantly deviates from the surrounding values. This is followed by a recovery to the previous range, indicating a sudden and isolated disruption in the sequence. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1311": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1315": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with significant deviations from the original trend, suggesting a nonlinear pattern anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with significant deviations from the original trend, suggesting a nonlinear pattern anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "1319": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 19 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1323": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1327": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear pattern with irregular fluctuations and exponential-like growth in certain segments. This indicates a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 29.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 29 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a nonlinear pattern with irregular fluctuations and exponential-like growth in certain segments. This indicates a combination of drift, sudden spike, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 29.\nActionID: 12"
+    },
+    "1331": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 63, where the value spikes to 0.78 and then drops sharply to -0.98 and -1.43 before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before stabilizing. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 63, where the value spikes to 0.78 and then drops sharply to -0.98 and -1.43 before returning to a more stable range. This behavior is characteristic of a sudden spike anomaly, as the sequence temporarily deviates significantly from the surrounding values before stabilizing. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+    },
+    "1335": {
+        "Thought": "The time series exhibits a repeating pattern where the values oscillate between a positive range (e.g., 0.12 to 0.16) and a negative range (e.g., -0.04 to -0.1). However, there are segments where the oscillation becomes irregular, such as the transition from -0.04 to 0.12 and back to -0.04, disrupting the expected periodic behavior. This indicates a disruption in the periodic pattern.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern where the values oscillate between a positive range (e.g., 0.12 to 0.16) and a negative range (e.g., -0.04 to -0.1). However, there are segments where the oscillation becomes irregular, such as the transition from -0.04 to 0.12 and back to -0.04, disrupting the expected periodic behavior. This indicates a disruption in the periodic pattern.\nActionID: 2"
+    },
+    "1339": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.78, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.78, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a"
+    },
+    "1343": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 52 (2.0) and 53 (1.0), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 52 (2.0) and 53 (1.0), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+    },
+    "1347": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1351": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1355": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 51, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 51, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+    },
+    "1359": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.08, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.08, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "1363": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a fluctuating range around 12.2, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings. After index 16, the values abruptly shift to a fluctuating range around 12.2, showing a significant deviation from the initial flatline. This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.\nActionID: 4"
+    },
+    "1367": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.11) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "1371": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting around index 40, the sequence exhibits a sudden and significant upward shift in values, deviating from the previous pattern. This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the system's behavior.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting around index 40, the sequence exhibits a sudden and significant upward shift in values, deviating from the previous pattern. This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the system's behavior.\nActionID: 4"
+    },
+    "1375": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1379": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1383": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "1387": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.34. These patterns indicate a combination of Drift Anomaly, Sudden Flatline Anomaly, and Amplitude Anomaly. However, the most prominent anomaly is the nonlinear growth at the end, which deviates significantly from the earlier patterns.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.0, and then a recovery with fluctuating values. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.34. These patterns indicate a combination of Drift Anomaly, Sudden Flatline Anomaly, and Amplitude Anomaly. However, the most prominent anomaly is the nonlinear growth at the end, which deviates significantly from the earlier patterns.\nActionID: 14"
+    },
+    "1391": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1395": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "1399": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.26, 0.63) followed by a steep drop (-0.49, -1.34). This is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable baseline, but starting at index 90, there is a sudden and extreme deviation with a sharp spike (0.26, 0.63) followed by a steep drop (-0.49, -1.34). This is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+    },
+    "1403": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1407": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1411": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, disrupting the normal ECG pattern. Toward the end of the sequence, there are sudden spikes and drops, including a sharp drop to -1.43 and -1.56, which are highly irregular for an ECG signal. These characteristics suggest a combination of a sudden flatline anomaly and sudden spike anomalies. However, the flatline behavior is the most prominent and sustained anomaly in this sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, disrupting the normal ECG pattern. Toward the end of the sequence, there are sudden spikes and drops, including a sharp drop to -1.43 and -1.56, which are highly irregular for an ECG signal. These characteristics suggest a combination of a sudden flatline anomaly and sudden spike anomalies. However, the flatline behavior is the most prominent and sustained anomaly in this sequence.\nActionID: 10"
+    },
+    "1415": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.27 and 0.51, and the drop to -0.59 and -1.21, which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal. Additionally, the sequence does not return to a consistent baseline after these events, further confirming the anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.27 and 0.51, and the drop to -0.59 and -1.21, which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal. Additionally, the sequence does not return to a consistent baseline after these events, further confirming the anomaly.\nActionID: 12"
+    },
+    "1419": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.32, 1.56, 1.78, 2.02, 2.18, 2.36), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.32, 1.56, 1.78, 2.02, 2.18, 2.36), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the"
+    },
+    "1423": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 22 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1427": {
+        "Thought": "The sequence initially fluctuates around a higher range (approximately 40-50) but then abruptly drops to a lower range (approximately 30-35) starting at index 10. This indicates a significant and sustained shift in the statistical properties, such as the mean and variance, of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a higher range (approximately 40-50) but then abruptly drops to a lower range (approximately 30-35) starting at index 10. This indicates a significant and sustained shift in the statistical properties, such as the mean and variance, of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "1431": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 1.56), followed by a downward drift (e.g., -0.2 to -1.18), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns, particularly in the later segments, deviating from the original linear or periodic behavior, which suggests a",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a gradual upward drift in values (e.g., 0.06 to 1.56), followed by a downward drift (e.g., -0.2 to -1.18), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns, particularly in the later segments, deviating from the original linear or periodic behavior, which suggests a"
+    },
+    "1435": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 10, where the value (-125.5) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its statistical properties, particularly around index 10, where the value (-125.5) is an extreme outlier compared to the surrounding values. This abrupt change in the mean and variance indicates a disruption in the sequence's statistical properties.\nActionID: 4"
+    },
+    "1439": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease from around 10.0 to 7.0, 6.6, and 6.8, before returning to a higher range. This abrupt change in the statistical properties of the sequence indicates a clear disruption.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease from around 10.0 to 7.0, 6.6, and 6.8, before returning to a higher range. This abrupt change in the statistical properties of the sequence indicates a clear disruption.\nActionID: 4"
+    },
+    "1443": {
+        "Thought": "The sequence exhibits a sudden flatline at index 10 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 10 with a value of 0.0, which is an abrupt deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "1447": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 15 (0.28) and index 16 (0.46), followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68). This indicates a Sudden Spike Anomaly. Additionally, there is a significant nonlinear growth pattern starting around index 80, where the values increase rapidly to a peak (e.g., 1.96 at index 86) and then decrease, deviating from the original linear or periodic pattern. This suggests a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift downward in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 15 (0.28) and index 16 (0.46), followed by a sharp drop at index 17 (-0.38) and index 18 (-0.68). This indicates a Sudden Spike Anomaly. Additionally, there is a significant nonlinear growth pattern starting around index 80, where the values increase rapidly to a peak (e.g., 1.96 at index 86) and then decrease, deviating from the original linear or periodic pattern. This suggests a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift downward in"
+    },
+    "1451": {
+        "Thought": "The sequence exhibits sporadic isolated high values (e.g., 1.0, 2.0, 3.0) amidst a predominantly low or zero baseline, indicating occasional anomalous patterns that do not follow a consistent trend or pattern. These isolated anomalies appear intermittently throughout the sequence.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 1.0, 2.0, 3.0) amidst a predominantly low or zero baseline, indicating occasional anomalous patterns that do not follow a consistent trend or pattern. These isolated anomalies appear intermittently throughout the sequence.\nActionID: 8"
+    },
+    "1455": {
+        "Thought": "The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (e.g., 50.15, 53.84, 53.84, 53.84, 53.84, 53.84). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 30-35) to much higher values (e.g., 50.15, 53.84, 53.84, 53.84, 53.84, 53.84). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "1459": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to increase again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to increase again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "1463": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "1467": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1471": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "1475": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "1479": {
+        "Thought": "The time series initially fluctuates around a higher range (approximately 150-170) but then exhibits a significant and abrupt drop starting at index 16, where the values decrease to a much lower range (approximately 100-120). This indicates a sudden and sustained shift in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a higher range (approximately 150-170) but then exhibits a significant and abrupt drop starting at index 16, where the values decrease to a much lower range (approximately 100-120). This indicates a sudden and sustained shift in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "1483": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.32, 4.31, 5.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 2.32, 4.31, 5.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+    },
+    "1487": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. Later, at index 51, there is a significant spike (0.22, 0.46, 0.62) followed by a sharp drop to -0.4 and -0.66, indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, with values increasing exponentially (e.g., 0.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. Later, at index 51, there is a significant spike (0.22, 0.46, 0.62) followed by a sharp drop to -0.4 and -0.66, indicating a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, with values increasing exponentially (e.g., 0."
+    },
+    "1491": {
+        "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden and sharp drop at index 23, where the value plunges to -12.0. After this, the sequence transitions into a flatline of repeated values (-12.0) from index 24 to 27, disrupting the normal fluctuation pattern. This is followed by a recovery and a gradual upward drift. The anomalies include a sudden spike, a flatline, and a drift. However, the most prominent anomaly is the sudden spike at index 23, which significantly deviates from the surrounding values.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden and sharp drop at index 23, where the value plunges to -12.0. After this, the sequence transitions into a flatline of repeated values (-12.0) from index 24 to 27, disrupting the normal fluctuation pattern. This is followed by a recovery and a gradual upward drift. The anomalies include a sudden spike, a flatline, and a drift. However, the most prominent anomaly is the sudden spike at index 23, which significantly deviates from the surrounding values.\nActionID: 12"
+    },
+    "1495": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 27 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 27 (value 136.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to a more typical range.\nActionID: 12"
+    },
+    "1499": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "1503": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1507": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 23, there is a sudden flatline of zeros, disrupting the normal fluctuations. Additionally, there are intermittent repeated values (e.g., 1.36 and 1.38) that disrupt the expected variability. These anomalies suggest a combination of Sudden Flatline Anomaly and Repeated Value Anomaly. However, the flatline anomaly is more prominent and disruptive.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 23, there is a sudden flatline of zeros, disrupting the normal fluctuations. Additionally, there are intermittent repeated values (e.g., 1.36 and 1.38) that disrupt the expected variability. These anomalies suggest a combination of Sudden Flatline Anomaly and Repeated Value Anomaly. However, the flatline anomaly is more prominent and disruptive.\nActionID: 10"
+    },
+    "1511": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "1515": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 80, where the values drop sharply to -1.08 and -1.21, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 80, where the values drop sharply to -1.08 and -1.21, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "1519": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a noticeable upward drift in the values, peaking around 3.5. This is followed by a gradual return to the original range, indicating a temporary deviation from the normal level. This behavior suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a noticeable upward drift in the values, peaking around 3.5. This is followed by a gradual return to the original range, indicating a temporary deviation from the normal level. This behavior suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "1523": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.59, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.91, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 24, there is a sudden and extreme drop to -1.59, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.91, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "1527": {
+        "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant deviations, abrupt changes, or disruptions in the statistical properties of the sequence. The values remain within a reasonable range for traffic flow data, and no specific anomaly type is evident. This suggests the sequence is normal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent pattern. However, there are no significant deviations, abrupt changes, or disruptions in the statistical properties of the sequence. The values remain within a reasonable range for traffic flow data, and no specific anomaly type is evident. This suggests the sequence is normal.\nActionID: 0"
+    },
+    "1531": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 49 (value 1.06), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 50 to 56, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the nonlinear growth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 49 (value 1.06), which disrupts the sequence. Afterward, the sequence shows a nonlinear growth pattern, particularly from index 50 to 56, where the values increase exponentially. This indicates a combination of a Drift Anomaly, a Sudden Spike Anomaly, and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the nonlinear growth pattern.\nActionID: 14"
+    },
+    "1535": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1539": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.58), followed by a significant drop to -1.21 at index 114. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.58), followed by a significant drop to -1.21 at index 114. These abrupt changes disrupt the normal pattern and indicate sudden spikes and drops in the ECG signal, which are characteristic of Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1543": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is expected to exhibit periodic variations. This flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1547": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1551": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "1555": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations around a central value. However, the amplitude of the fluctuations appears to be inconsistent, with some segments showing larger amplitudes than others. This disruption in the periodic pattern suggests a deviation from the expected behavior.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations around a central value. However, the amplitude of the fluctuations appears to be inconsistent, with some segments showing larger amplitudes than others. This disruption in the periodic pattern suggests a deviation from the expected behavior.\nActionID: 2"
+    },
+    "1559": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1563": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1567": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1571": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1575": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1579": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 21 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1583": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (value 0.24) and a sharp drop at index 16 (value -0.24). This is followed by a significant outlier at index 17 (value -1.25), which deviates drastically from the surrounding values. Additionally, there are repeated values (e.g., -0.24 and -0.23) disrupting the normal fluctuation pattern. These characteristics suggest a combination of drift, sudden spikes, and repeated value anomalies. However, the most prominent anomaly is the extreme",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 15 (value 0.24) and a sharp drop at index 16 (value -0.24). This is followed by a significant outlier at index 17 (value -1.25), which deviates drastically from the surrounding values. Additionally, there are repeated values (e.g., -0.24 and -0.23) disrupting the normal fluctuation pattern. These characteristics suggest a combination of drift, sudden spikes, and repeated value anomalies. However, the most prominent anomaly is the extreme",
+        "ParseError": "unrecognized_action_id"
+    },
+    "1587": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.8, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.8, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1591": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.66) and peaking at index 81 (2.38), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.66) and peaking at index 81 (2.38), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.\nActionID: 14"
+    },
+    "1595": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1599": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "1603": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "1607": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 to 100), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 90 to 100), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "1611": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude, particularly around index 56-60, where values like 0.5, 0.6, and 0.55 deviate drastically from the surrounding data. This suggests an Amplitude Anomaly. The overall pattern also shows nonlinear changes, such as the",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a significant deviation in amplitude, particularly around index 56-60, where values like 0.5, 0.6, and 0.55 deviate drastically from the surrounding data. This suggests an Amplitude Anomaly. The overall pattern also shows nonlinear changes, such as the"
+    },
+    "1615": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "1619": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 10 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1623": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, at index 87, there is a significant and abrupt drop to -1.09, followed by a recovery, which is another Sudden Spike Anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 90-100, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, at index 87, there is a significant and abrupt drop to -1.09, followed by a recovery, which is another Sudden Spike Anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 90-100, indicating a Nonlinear Pattern Anom"
+    },
+    "1627": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.46, followed by a steep drop to -0.98 and -1.33. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.21 and 0.46, followed by a steep drop to -0.98 and -1.33. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "1631": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 12.0, followed by a sharp decline starting at index 20, reaching a minimum at index 26. Afterward, the sequence exhibits a recovery phase with a gradual upward trend. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 12.0, followed by a sharp decline starting at index 20, reaching a minimum at index 26. Afterward, the sequence exhibits a recovery phase with a gradual upward trend. This indicates a significant change in the long-term trend of the sequence, suggesting a Trend Change Anomaly.\nActionID: 3"
+    },
+    "1636": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 20, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1640": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.94). Later, there is a nonlinear pattern of exponential growth (e.g., 0.94 to 4.31) and subsequent decay. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which disrupts the normal ECG rhythm.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.01 to -0.14), followed by a sudden spike and drop (e.g., 0.24 to -0.94). Later, there is a nonlinear pattern of exponential growth (e.g., 0.94 to 4.31) and subsequent decay. These patterns indicate a combination of drift, sudden spikes, and nonlinear changes, which are characteristic of ECG anomalies. The most prominent anomaly is the nonlinear pattern of exponential growth and decay, which disrupts the normal ECG rhythm.\nActionID:"
+    },
+    "1644": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1648": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "1652": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, starting at index 96, there is a significant upward drift in values, followed by a nonlinear growth pattern, indicating a Drift Anomaly and Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, starting at index 96, there is a significant upward drift in values, followed by a nonlinear growth pattern, indicating a Drift Anomaly and Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal"
+    },
+    "1656": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 17 (value 193.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 17 (value 193.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1660": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+    },
+    "1664": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 10 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 10 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1668": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a narrow range, but starting at index 49, there is a sudden flatline of zeros, disrupting the normal fluctuations. Following this, at index 55, there is a sudden spike to 1.36, which is significantly higher than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. The flatline and spike are indicative of separate anomalies.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a narrow range, but starting at index 49, there is a sudden flatline of zeros, disrupting the normal fluctuations. Following this, at index 55, there is a sudden spike to 1.36, which is significantly higher than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. The flatline and spike are indicative of separate anomalies.\nActionID: 10"
+    },
+    "1672": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 24 (-1.38) and index 25 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 86 (1.02) and peaking at index 90 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 24 (-1.38) and index 25 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 86 (1.02) and peaking at index 90 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non"
+    },
+    "1676": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.21) and index 17 (0.41), followed by a sharp drop at index 18 (-0.38) and index 19 (-1.08). This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 16 to 19 shows a continuous deviation from the normal pattern, suggesting a Continuous Segment Anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomalies are the sudden spike and the continuous deviation.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 16 (0.21) and index 17 (0.41), followed by a sharp drop at index 18 (-0.38) and index 19 (-1.08). This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 16 to 19 shows a continuous deviation from the normal pattern, suggesting a Continuous Segment Anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomalies are the sudden spike and the continuous deviation.\nActionID: 12"
+    },
+    "1680": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom"
+    },
+    "1684": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 100",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 100"
+    },
+    "1688": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "1692": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 2.21) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values rapidly increase to a peak (e.g., 2.21) and then return to a lower range. This behavior is indicative of a sudden spike anomaly, which is often observed in ECG data due to transient events such as electrical noise or physiological irregularities. The rest of the sequence appears to follow a relatively stable pattern.\nActionID: 12"
+    },
+    "1696": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 93, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 93, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "1700": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1704": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a spike (0.28, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme deviation is the key anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a spike (0.28, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme deviation is the key anomaly.\nActionID: 12"
+    },
+    "1708": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 96, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32, 1.56, 1.74) starting around index 96, which deviates from the earlier"
+    },
+    "1712": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1716": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "1720": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "1724": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 11, where the value (-227.78) deviates sharply from the surrounding values, which are generally in the range of -1000 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11, where the value (-227.78) deviates sharply from the surrounding values, which are generally in the range of -1000 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1728": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 26, there is a noticeable upward drift in values, followed by a sudden drop and irregular fluctuations. Additionally, there are abrupt changes in the statistical properties, such as mean and variance, at various points, indicating significant shifts in the sequence. These characteristics suggest a combination of drift, change point, and distributional changes. However, the most prominent anomaly is the abrupt changes in statistical properties, particularly around index 26 and index 56.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 26, there is a noticeable upward drift in values, followed by a sudden drop and irregular fluctuations. Additionally, there are abrupt changes in the statistical properties, such as mean and variance, at various points, indicating significant shifts in the sequence. These characteristics suggest a combination of drift, change point, and distributional changes. However, the most prominent anomaly is the abrupt changes in statistical properties, particularly around index 26 and index 56.\nActionID: 4"
+    },
+    "1732": {
+        "Thought": "The value 50.2 at index 10 significantly deviates from the surrounding data points, which mostly range between 33 and 39. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 10 significantly deviates from the surrounding data points, which mostly range between 33 and 39. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "1736": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1740": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1744": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.5, 2.42, 3.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.5, 2.42, 3.11) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent irregularities in the E"
+    },
+    "1748": {
+        "Thought": "The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The initial flatline and subsequent negative values suggest a Sudden Flatline Anomaly followed by a Change Point Anomaly. However, the dominant anomaly is the abrupt transition to negative values.\nActionID: 4"
+    },
+    "1752": {
+        "Thought": "The time series exhibits irregular fluctuations with no clear periodicity or consistent trend. However, there are multiple instances of sudden spikes, such as at index 19 (0.166) and index 27 (0.16), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits irregular fluctuations with no clear periodicity or consistent trend. However, there are multiple instances of sudden spikes, such as at index 19 (0.166) and index 27 (0.16), which deviate significantly from the surrounding values. These spikes are isolated and return to the normal range immediately after, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "1756": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -0.02, and then a sudden spike at index 30 (value 0.14). Afterward, there is a sharp drop to -0.04 and a subsequent recovery, indicating a nonlinear pattern. The sequence also shows irregular fluctuations and deviations from the expected behavior, suggesting a combination of drift, flatline, and nonlinear pattern anomalies.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -0.02, and then a sudden spike at index 30 (value 0.14). Afterward, there is a sharp drop to -0.04 and a subsequent recovery, indicating a nonlinear pattern. The sequence also shows irregular fluctuations and deviations from the expected behavior, suggesting a combination of drift, flatline, and nonlinear pattern anomalies.\nActionID: 14"
+    },
+    "1760": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "1764": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+    },
+    "1768": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.07 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a nonlinear recovery. This indicates a combination of anomalies, including a sudden flatline, a sudden spike, and nonlinear pattern changes. The flatline behavior is particularly concerning in the context of ECG signals, as it may indicate a loss of signal or a critical event.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.07 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by irregular fluctuations and a nonlinear recovery. This indicates a combination of anomalies, including a sudden flatline, a sudden spike, and nonlinear pattern changes. The flatline behavior is particularly concerning in the context of ECG signals, as it may indicate a loss of signal or a critical event.\nActionID: 10"
+    },
+    "1772": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+    },
+    "1776": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward trend followed by a sudden spike at index 19 (value 10.0), which disrupts the sequence. Subsequently, there is a sharp increase in values starting at index 27, peaking at index 31 (value 32.0), and then stabilizing into a new pattern with higher amplitudes. This indicates a combination of a Sudden Spike Anomaly and a Pattern Change Anomaly. However, the dominant anomaly is the Pattern Change Anomaly due to the significant shift in the overall pattern of the sequence.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward trend followed by a sudden spike at index 19 (value 10.0), which disrupts the sequence. Subsequently, there is a sharp increase in values starting at index 27, peaking at index 31 (value 32.0), and then stabilizing into a new pattern with higher amplitudes. This indicates a combination of a Sudden Spike Anomaly and a Pattern Change Anomaly. However, the dominant anomaly is the Pattern Change Anomaly due to the significant shift in the overall pattern of the sequence.\nActionID: 7"
+    },
+    "1780": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "1784": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "1788": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.21, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+    },
+    "1792": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 130-140), but starting at index 33, there is a noticeable downward shift in the values, with a new range forming around 110-120. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 130-140), but starting at index 33, there is a noticeable downward shift in the values, with a new range forming around 110-120. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "1796": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "1800": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "1804": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "1808": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.11 and -1.33, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.11 and -1.33, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "1812": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 16, there is a sudden and significant increase in values, peaking at 168.0, followed by a sharp drop to 112.0 and 108.0. This indicates a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern with irregular fluctuations and deviations from the original trend, particularly in the later part of the series. The nonlinear changes disrupt the expected traffic flow pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 16, there is a sudden and significant increase in values, peaking at 168.0, followed by a sharp drop to 112.0 and 108.0. This indicates a sudden spike anomaly. Additionally, the sequence shows a nonlinear pattern with irregular fluctuations and deviations from the original trend, particularly in the later part of the series. The nonlinear changes disrupt the expected traffic flow pattern.\nActionID: 14"
+    },
+    "1816": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors"
+    },
+    "1820": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.48), indicating a sudden spike anomaly. Additionally, the segment from index 6 to 9 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Later in the sequence, starting around index 72, there is a nonlinear increase in values, peaking at index 76 (2.31), followed by a gradual decline, indicating a nonlinear pattern anomaly. These anomalies disrupt the normal",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.48), indicating a sudden spike anomaly. Additionally, the segment from index 6 to 9 shows a continuous deviation from the normal pattern, suggesting a continuous segment anomaly. Later in the sequence, starting around index 72, there is a nonlinear increase in values, peaking at index 76 (2.31), followed by a gradual decline, indicating a nonlinear pattern anomaly. These anomalies disrupt the normal"
+    },
+    "1824": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1828": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 86-89, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -0.69). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+    },
+    "1832": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to extreme negative values (-0.92, -1.23). This indicates a sudden spike anomaly. Additionally, the sequence later shows a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 39, there is a significant spike (0.22, 0.46, 0.68) followed by a sharp drop to extreme negative values (-0.92, -1.23). This indicates a sudden spike anomaly. Additionally, the sequence later shows a"
+    },
+    "1836": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1840": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 23, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 23, there is a sudden and significant increase in values, peaking at 55.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "1844": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1848": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1852": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 33 (-1.38) and index 34 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 96, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 33 (-1.38) and index 34 (-1.51), which significantly deviate from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, there is a nonlinear growth pattern starting around index 96, where the values increase rapidly and deviate from the previous trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nActionID: 12"
+    },
+    "1856": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 74, where the values drop sharply to -0.33 and then further to -0.51, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 74, where the values drop sharply to -0.33 and then further to -0.51, followed by a recovery to a more stable range. This sharp drop and recovery disrupt the normal fluctuation pattern, indicating a sudden spike anomaly. Additionally, the sequence shows irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike.\nActionID: 12"
+    },
+    "1860": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11811.44) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11811.44) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "1864": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.65, 1.0, 1.39, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "1868": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26, 2.46), followed by a gradual downward drift (e.g., -0.09 to -0.56), indicating a Drift Anomaly. Additionally, the sequence shows non",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26, 2.46), followed by a gradual downward drift (e.g., -0.09 to -0.56), indicating a Drift Anomaly. Additionally, the sequence shows non"
+    },
+    "1872": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1876": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a periodic change anomaly.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as irregularities in the amplitude and inconsistent transitions between peaks and troughs. This indicates a disruption in the original periodic pattern, suggesting a periodic change anomaly.\nActionID: 2"
+    },
+    "1880": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1884": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.41), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.48), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.76) and peaking at index 81 (2.51), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift-like behavior in the later part, where values gradually decrease and stabilize. However",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 5 (0.28) and index 6 (0.41), followed by a sharp drop at index 7 (-0.38) and index 8 (-1.48), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.76) and peaking at index 81 (2.51), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift-like behavior in the later part, where values gradually decrease and stabilize. However"
+    },
+    "1888": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 5 (value 1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 6, further emphasizing the anomaly. After the spike, the sequence returns to a more typical range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 5 (value 1000.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the sequence. The value 1000.0 is repeated at index 6, further emphasizing the anomaly. After the spike, the sequence returns to a more typical range.\nActionID: 12"
+    },
+    "1892": {
+        "Thought": "The sequence initially exhibits normal fluctuations, but starting at index 31, the values abruptly transition into a flatline of zeros, losing all normal fluctuations and variability. This indicates a sudden and sustained loss of sensor activity, which is characteristic of a flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits normal fluctuations, but starting at index 31, the values abruptly transition into a flatline of zeros, losing all normal fluctuations and variability. This indicates a sudden and sustained loss of sensor activity, which is characteristic of a flatline anomaly.\nActionID: 10"
+    },
+    "1896": {
+        "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 3 and 10.0 at index 11) and abrupt changes in amplitude, deviating from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 3 and 10.0 at index 11) and abrupt changes in amplitude, deviating from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated irregularities.\nActionID: 8"
+    },
+    "1900": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.04, -1.33, -0.9, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.04, -1.33, -0.9, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "1904": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1299.3) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1299.3) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1908": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1912": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values transition from a relatively stable range to a sharp increase, peaking at 1.75, followed by a gradual decline. This behavior indicates a disruption in the normal ECG pattern, likely due to an abnormal event such as a sudden spike or artifact in the signal. The sequence then returns to a more stable range, suggesting a temporary anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values transition from a relatively stable range to a sharp increase, peaking at 1.75, followed by a gradual decline. This behavior indicates a disruption in the normal ECG pattern, likely due to an abnormal event such as a sudden spike or artifact in the signal. The sequence then returns to a more stable range, suggesting a temporary anomaly.\nActionID: 12"
+    },
+    "1916": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic zeros interspersed with normal values, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros with occasional negative values, losing its normal fluctuations. This combination of sparse anomalies and a sudden flatline suggests a disruption in the sensor's behavior.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic zeros interspersed with normal values, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros with occasional negative values, losing its normal fluctuations. This combination of sparse anomalies and a sudden flatline suggests a disruption in the sensor's behavior.\nActionID: 8"
+    },
+    "1920": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "1924": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1355.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1355.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1928": {
+        "Thought": "The value 1.055 at index 13 is a sudden and extreme spike compared to the surrounding values, which are all negative and within a similar range. This spike disrupts the sequence temporarily before returning to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 1.055 at index 13 is a sudden and extreme spike compared to the surrounding values, which are all negative and within a similar range. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+    },
+    "1932": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 27, there is a sudden spike (0.216) that deviates significantly from the surrounding values. Additionally, at index 29, there is an extreme spike (0.616) followed by a sharp drop to 0.062 and 0.032, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 27, there is a sudden spike (0.216) that deviates significantly from the surrounding values. Additionally, at index 29, there is an extreme spike (0.616) followed by a sharp drop to 0.062 and 0.032, which disrupts the normal fluctuation pattern. These sudden spikes and drops are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "1936": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "1940": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.5) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 2.5) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay."
+    },
+    "1944": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "1948": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "1952": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.22, -1.23). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.32, 0.42, 0.52) after the spike, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.22, -1.23). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.14, 0.22, 0.32, 0.42, 0.52) after the spike, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+    },
+    "1956": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "1960": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, indicating sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 10.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, indicating sporadic anomalies.\nActionID: 8"
+    },
+    "1964": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "1968": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with rapid increases and decreases (e.g., 0.7 to -1.24 to -1.64). These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of abnormal ECG signals. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with rapid increases and decreases (e.g., 0.7 to -1.24 to -1.64). These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of abnormal ECG signals. The most prominent anomaly is the nonlinear pattern in the latter part of the sequence.\nActionID: 14"
+    },
+    "1972": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.62, -0.68, -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.68, 1.0, 1.38, 1.68, 1.96, 2.11, 2.38, 2.56) followed by a sharp decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.62, -0.68, -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.68, 1.0, 1.38, 1.68, 1.96, 2.11, 2.38, 2.56) followed by a sharp decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual downward drift in the latter"
+    },
+    "1976": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 74-77, where the values deviate significantly from the surrounding range. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, where the values deviate from the original trend and exhibit irregular fluctuations, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors points to a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 74-77, where the values deviate significantly from the surrounding range. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in the later part, where the values deviate from the original trend and exhibit irregular fluctuations, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors points to a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "1980": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 41 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 41.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 41 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear growth pattern, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 41.\nActionID: 12"
+    },
+    "1984": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline at a constant value of 1284.21 from index 11 to 13, disrupting the normal fluctuation pattern. This is followed by a return to normal fluctuations, indicating a temporary anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline at a constant value of 1284.21 from index 11 to 13, disrupting the normal fluctuation pattern. This is followed by a return to normal fluctuations, indicating a temporary anomaly.\nActionID: 12"
+    },
+    "1988": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "1992": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "1996": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 1200, followed by a sharp decline and subsequent fluctuations. This indicates a significant change in the long-term trend of the sequence, with a sudden drop and subsequent recovery. This behavior suggests a disruption in the overall trajectory of the traffic flow.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 1200, followed by a sharp decline and subsequent fluctuations. This indicates a significant change in the long-term trend of the sequence, with a sudden drop and subsequent recovery. This behavior suggests a disruption in the overall trajectory of the traffic flow.\nActionID: 3"
+    },
+    "2000": {
+        "Thought": "The sequence exhibits a sudden spike at index 4 (value 10.0) and index 5 (value 10.5), which are significantly higher than the surrounding values that generally range between 3.0 and 4.0. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 4 (value 10.0) and index 5 (value 10.5), which are significantly higher than the surrounding values that generally range between 3.0 and 4.0. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+    },
+    "2004": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2008": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2012": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+    },
+    "2016": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 30 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 30 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and is followed by a return to the previous range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "2020": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "2024": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2028": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 80, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.49, -1.28, -1.29), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate drastically and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 80, there is a sudden and extreme spike (0.28, 0.61) followed by a sharp drop (-0.49, -1.28, -1.29), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate drastically and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+    },
+    "2032": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting a continuous segment anomaly. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "2036": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual decline in values over time. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend and vice versa. This indicates a disruption in the original periodic behavior.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a gradual decline in values over time. However, the periodic pattern is disrupted at certain points, such as the transition from a rising trend to a falling trend and vice versa. This indicates a disruption in the original periodic behavior.\nActionID: 2"
+    },
+    "2040": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -0.78). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift (values like 0.6, 0.96, 1.22, 1.44, 1.68), which deviates from the earlier baseline, indicating a Drift Anomaly. Finally, the sequence transitions into",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.34, -0.78). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift (values like 0.6, 0.96, 1.22, 1.44, 1.68), which deviates from the earlier baseline, indicating a Drift Anomaly. Finally, the sequence transitions into"
+    },
+    "2044": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 56, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2048": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "2052": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a significant outlier at index 100 (-1.44). These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and extreme deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a significant outlier at index 100 (-1.44). These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2056": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.31) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "2060": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2064": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56) starting around index 100, which deviates from the earlier trend, indicating a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56) starting around index 100, which deviates from the earlier trend, indicating a"
+    },
+    "2068": {
+        "Thought": "The sequence exhibits a sudden flatline at index 42 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 42 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "2072": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.44) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 16, there is a sudden spike (0.28 to 0.44) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 87 to 93 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+    },
+    "2076": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2080": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent sharp drop at index 92 (-0.38), followed by a significant drop to -1.05 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden irregularities, such as a sharp spike at index 91 (0.28) and a subsequent sharp drop at index 92 (-0.38), followed by a significant drop to -1.05 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2085": {
+        "Thought": "The time series exhibits a sudden and extreme drop at index 68 (-1.28) and index 69 (-1.41), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme drop at index 68 (-1.28) and index 69 (-1.41), which significantly deviates from the surrounding values. This is followed by a recovery to the normal range, indicating a sudden and sharp disruption in the sequence. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2089": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2093": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2097": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values such as 0.27, 0.65, -0.65, and -1.11. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values such as 0.27, 0.65, -0.65, and -1.11. This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+    },
+    "2101": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.9, 3.61, 4.72), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.9, 3.61, 4.72), followed by a gradual decrease, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.22 to -1.18), which is indic"
+    },
+    "2105": {
+        "Thought": "The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This behavior is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence starts with a prolonged flatline of zeros, indicating no activity or sensor readings for a significant duration. This is followed by a sudden shift to non-zero values, which exhibit fluctuations around a mean of approximately 10. The abrupt transition from a flatline to fluctuating values suggests a disruption in the normal pattern. This behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "2109": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a natural variation typical of environmental sensor data, indicating no anomalies.\nActionID: 0"
+    },
+    "2113": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2117": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2121": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -1258.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -1500. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2125": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 11 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 11 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2129": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,"
+    },
+    "2133": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44, -1.46). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.44, -1.46). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "2137": {
+        "Thought": "The sequence exhibits a sudden spike at index 13 (value 30.95), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 13 (value 30.95), which significantly deviates from the surrounding values that generally range between 24 and 27. This spike disrupts the normal fluctuation pattern and returns to the normal range immediately after.\nActionID: 12"
+    },
+    "2141": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "2145": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12188.0) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12188.0) from index 17 to 19, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "2149": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.13,"
+    },
+    "2153": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows repeated values (e.g., 0.0, 0.01) disrupting the normal fluctuation pattern,",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 to 60), which suggests a Drift Anomaly. Finally, the sequence stabilizes but shows repeated values (e.g., 0.0, 0.01) disrupting the normal fluctuation pattern,"
+    },
+    "2157": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, followed by a gradual increase in values, and then transitions into a fluctuating pattern with a downward trend. Toward the end, the sequence stabilizes into a flatline of repeated values (0.12). This indicates a combination of a sudden flatline anomaly and a potential drift anomaly. However, the dominant anomaly is the sudden flatline at the end, which disrupts the normal fluctuation pattern.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a gradual increase in values, and then transitions into a fluctuating pattern with a downward trend. Toward the end, the sequence stabilizes into a flatline of repeated values (0.12). This indicates a combination of a sudden flatline anomaly and a potential drift anomaly. However, the dominant anomaly is the sudden flatline at the end, which disrupts the normal fluctuation pattern.\nActionID: 10"
+    },
+    "2161": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 39, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 39, the sequence exhibits a sudden and significant drop in values, deviating from the previous pattern. This abrupt change in the statistical properties of the sequence suggests a change point anomaly.\nActionID: 4"
+    },
+    "2165": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal environmental sensor pattern, indicating no anomalies.\nActionID: 0"
+    },
+    "2169": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "2173": {
+        "Thought": "The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., 0.15 to 0.18) to a sharp drop (e.g., 0.12 to 0.08) and then back to a rising trend. These disruptions indicate a change in the overall pattern of the sequence, suggesting a pattern change anomaly.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., 0.15 to 0.18) to a sharp drop (e.g., 0.12 to 0.08) and then back to a rising trend. These disruptions indicate a change in the overall pattern of the sequence, suggesting a pattern change anomaly.\nActionID: 7"
+    },
+    "2177": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.52, 1.78, 2.02) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.52, 1.78, 2.02) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "2181": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 253.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 253.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2185": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp drop starting at index 33, where the values decrease significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp drop starting at index 33, where the values decrease significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+    },
+    "2189": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 52 (value 50.11), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 52 (value 50.11), which deviates sharply from the surrounding values that generally range between 28 and 35. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2193": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.72, 0.84) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.72, 0.84) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anom"
+    },
+    "2197": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2201": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "2205": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease sharply from around 10.0 to 7.0, 6.6, and 6.4, before returning to a more typical range. This abrupt deviation from the normal fluctuation pattern indicates a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 56, where the values decrease sharply from around 10.0 to 7.0, 6.6, and 6.4, before returning to a more typical range. This abrupt deviation from the normal fluctuation pattern indicates a sudden spike anomaly.\nActionID: 12"
+    },
+    "2209": {
+        "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable toward the end of the series, where the values decrease from around 6.6 to 5.8. This indicates a deviation from the normal level of fluctuation, suggesting a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable toward the end of the series, where the values decrease from around 6.6 to 5.8. This indicates a deviation from the normal level of fluctuation, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "2213": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2217": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "2221": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "2225": {
+        "Thought": "The time series shows a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a progressive deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual and consistent downward drift in values, starting from around 10.08 and eventually reaching negative values. This indicates a progressive deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2229": {
+        "Thought": "The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 2.0 at index 1, 3.0 at index 11, and 4.0 at index 23) and irregular fluctuations, disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated anomalous patterns, such as sudden spikes (e.g., 2.0 at index 1, 3.0 at index 11, and 4.0 at index 23) and irregular fluctuations, disrupting the otherwise low and stable values. These anomalies appear intermittently without forming a consistent pattern.\nActionID: 8"
+    },
+    "2233": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2237": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 41, there is a significant spike (0.62) followed by a sharp drop (-0.34), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., exponential-like increase around index 100), deviating from the earlier fluctuations. These patterns suggest a combination of sudden spike anomalies and nonlinear pattern anomalies.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 41, there is a significant spike (0.62) followed by a sharp drop (-0.34), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., exponential-like increase around index 100), deviating from the earlier fluctuations. These patterns suggest a combination of sudden spike anomalies and nonlinear pattern anomalies.\nActionID: 14"
+    },
+    "2241": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2245": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.2 to 3.21) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.2 to 3.21) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay.\nActionID:"
+    },
+    "2249": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+    },
+    "2253": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 22, where the value plummets to 13.0, which is drastically lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2257": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 135.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2261": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 17), abrupt drops (e.g., -100.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and amplitude anomalies. However, the most prominent feature is the sudden spike at index 17, which stands out as a clear anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 17), abrupt drops (e.g., -100.0 at index 18), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and amplitude anomalies. However, the most prominent feature is the sudden spike at index 17, which stands out as a clear anomaly.\nActionID: 12"
+    },
+    "2265": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+    },
+    "2269": {
+        "Thought": "The sequence exhibits a sudden and significant spike in values starting at index 41, where the values jump from the normal range (around 30-35) to much higher values (e.g., 43.1, 50.1, 51.1, 53.1, 55.1, 57.1). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values starting at index 41, where the values jump from the normal range (around 30-35) to much higher values (e.g., 43.1, 50.1, 51.1, 53.1, 55.1, 57.1). This spike disrupts the normal fluctuation pattern and is followed by a return to the normal range, indicating a temporary anomaly.\nActionID: 12"
+    },
+    "2273": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 66, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.87, -0.77) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 66, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.87, -0.77) and then gradually returns to a more stable range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2277": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.4, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.39, 2.72, 3.08) starting around index 100, which deviates significantly from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.4, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.39, 2.72, 3.08) starting around index 100, which deviates significantly from the earlier trend, indicating a Non"
+    },
+    "2281": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 20 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2285": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2289": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 59. This behavior indicates a sudden and significant deviation from the expected pattern, characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 59. This behavior indicates a sudden and significant deviation from the expected pattern, characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2293": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1232.35 to -1051.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1232.35 to -1051.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "2297": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with peaks reaching as high as 63.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with peaks reaching as high as 63.56, followed by a return to the normal range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "2301": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "2305": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 60, where the values drop sharply to a much lower range (e.g., -0.62, -0.72, -0.68) compared to the preceding values. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 60, where the values drop sharply to a much lower range (e.g., -0.62, -0.72, -0.68) compared to the preceding values. This abrupt change in the statistical properties, such as the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2309": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2313": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "2317": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2321": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2325": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with rapid increases and decreases (e.g., 0.7 to -0.78 to -1.28). These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of abnormal ECG patterns.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear pattern with rapid increases and decreases (e.g., 0.7 to -0.78 to -1.28). These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear changes, which are characteristic of abnormal ECG patterns.\nActionID: 14"
+    },
+    "2329": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the irregularities in the amplitude and the presence of repeated values (e.g., 10.0, 11.0, and 12.0) that deviate from the expected periodic behavior. This indicates a disruption in the original periodic pattern.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and values. However, there are disruptions in the periodicity, such as the irregularities in the amplitude and the presence of repeated values (e.g., 10.0, 11.0, and 12.0) that deviate from the expected periodic behavior. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+    },
+    "2333": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden and extreme drop at index 93 (-1.38) and index 94 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the previous range. These sudden and extreme deviations are indicative of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden and extreme drop at index 93 (-1.38) and index 94 (-1.51), which significantly deviates from the surrounding values. This is followed by a recovery to the previous range. These sudden and extreme deviations are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2337": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by a recovery to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, which is unusual for an ECG signal. Afterward, there is a sudden spike and drop in values, followed by a recovery to a more stable pattern. The flatline behavior and the sudden spike/drop indicate a disruption in the normal ECG pattern, which could signify a Sudden Flatline Anomaly followed by a Sudden Spike Anomaly. However, the flatline behavior is the most prominent anomaly in this sequence.\nActionID: 10"
+    },
+    "2341": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2345": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.72, -1.22). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. Toward the end, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.72, -1.22). This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2349": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, peak, and decline, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is then followed by a recovery and another decline. The sequence exhibits a nonlinear pattern with multiple phases of growth, peak, and decline, deviating from a linear or consistent trend. This behavior suggests a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2353": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2357": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 91, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 91, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "2361": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2365": {
+        "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting from index 40, the sequence transitions into a flatline of repeated values (12.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting from index 40, the sequence transitions into a flatline of repeated values (12.0) for an extended period, losing its normal fluctuations. This indicates a sudden flatline anomaly.\nActionID: 10"
+    },
+    "2369": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2373": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "2377": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2381": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2385": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 47, which is followed by a recovery to non-zero values. This flatline at 0.0 disrupts the normal fluctuation pattern of the sequence, indicating a significant anomaly.\nActionID: 10"
+    },
+    "2389": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 13, there is a noticeable downward shift in the values, with a new range forming around 28-33. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 13, there is a noticeable downward shift in the values, with a new range forming around 28-33. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2393": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "2397": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "2401": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 43-47, which is characteristic of a Sudden Spike Anomaly. Additionally, there are segments of continuous deviation from the normal pattern, such as the sharp rise and fall around index 43-47 and the nonlinear growth and decay patterns later in the sequence. These disruptions indicate a combination of Sudden Spike Anomaly and Continuous Segment Anomaly. However, the most prominent anomaly is the sudden spike and drop, which dominates the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 43-47, which is characteristic of a Sudden Spike Anomaly. Additionally, there are segments of continuous deviation from the normal pattern, such as the sharp rise and fall around index 43-47 and the nonlinear growth and decay patterns later in the sequence. These disruptions indicate a combination of Sudden Spike Anomaly and Continuous Segment Anomaly. However, the most prominent anomaly is the sudden spike and drop, which dominates the sequence.\nActionID: 12"
+    },
+    "2405": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2409": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2413": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 96, which deviates from the earlier fluctuations, indicating"
+    },
+    "2417": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "2421": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.72, 1.96, 2.18) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.72, 1.96, 2.18) starting"
+    },
+    "2425": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. This is followed by fluctuations and a return to a more stable range, but the overall trend shows a gradual deviation from the initial level. This behavior indicates a Drift Anomaly.\nActionID: 11"
+    },
+    "2429": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 39, there is a sudden and significant increase in values, peaking at 7.5, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 39, there is a sudden and significant increase in values, peaking at 7.5, followed by a gradual decline and stabilization at a higher range (approximately 5.0 to 6.0). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.\nActionID: 4"
+    },
+    "2433": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2437": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2441": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme outlier (0.52), followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These patterns suggest a combination of sudden spikes and amplitude anom"
+    },
+    "2445": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "2449": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp spike and subsequent drop are characteristic of a Sudden Spike Anomaly, while the nonlinear behavior suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden"
+    },
+    "2453": {
+        "Thought": "The sequence exhibits a sudden flatline at index 55 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 55 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.\nActionID: 10"
+    },
+    "2457": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the values fluctuate within a certain range, but starting around index 20, there is a noticeable upward drift in the values, indicating a Drift Anomaly. Additionally, at index 39, there is a sudden spike in the value (1.06), followed by a sharp drop to 0.0, which is a Sudden Spike Anomaly. The sequence then transitions into a nonlinear growth pattern, particularly around indices 45-50, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal behavior of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the values fluctuate within a certain range, but starting around index 20, there is a noticeable upward drift in the values, indicating a Drift Anomaly. Additionally, at index 39, there is a sudden spike in the value (1.06), followed by a sharp drop to 0.0, which is a Sudden Spike Anomaly. The sequence then transitions into a nonlinear growth pattern, particularly around indices 45-50, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal behavior of the sequence.\nActionID: 1"
+    },
+    "2461": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+    },
+    "2465": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values such as 0.27, 0.65, -0.65, and -1.11. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with Sudden Spike Anomaly in ECG data, where abrupt changes in amplitude can indicate irregularities in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme values such as 0.27, 0.65, -0.65, and -1.11. This abrupt spike and drop disrupt the normal fluctuation pattern, indicating a sudden and sharp anomaly. Such behavior is often associated with Sudden Spike Anomaly in ECG data, where abrupt changes in amplitude can indicate irregularities in the signal.\nActionID: 12"
+    },
+    "2469": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2473": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2477": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 21 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 21 (-1977.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2481": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2485": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2489": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later stabilizes but shows a gradual upward drift (e.g., from index 50 onward, values steadily increase), indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2493": {
+        "Thought": "The time series exhibits multiple irregularities. Initially, there is a gradual increase in values, followed by a sudden drop around index 16, where the values decrease significantly and remain lower for a while. This is followed by a recovery and fluctuations. Additionally, there are segments where the values deviate from the expected range, such as the sharp drop around index 16 and the subsequent recovery. These deviations suggest a combination of anomalies, but the most prominent feature is the continuous segment of lower values around index 16-20, which disrupts the normal pattern.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities. Initially, there is a gradual increase in values, followed by a sudden drop around index 16, where the values decrease significantly and remain lower for a while. This is followed by a recovery and fluctuations. Additionally, there are segments where the values deviate from the expected range, such as the sharp drop around index 16 and the subsequent recovery. These deviations suggest a combination of anomalies, but the most prominent feature is the continuous segment of lower values around index 16-20, which disrupts the normal pattern.\nActionID: 13"
+    },
+    "2497": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2501": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 123.0 at index 11), abrupt drops (e.g., -100.0 at index 13), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 123.0 at index 11), abrupt drops (e.g., -100.0 at index 13), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "2505": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 52 (value 0.28) and index 53 (value 0.46), which deviate sharply from the surrounding values that generally range between 0.04 and 0.1. These spikes are followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 52 (value 0.28) and index 53 (value 0.46), which deviate sharply from the surrounding values that generally range between 0.04 and 0.1. These spikes are followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "2509": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2513": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 0.88, 1.08, 1.38, 1.56, 1",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.22, 0.46, 0.68, 0.81, 0.88, 1.08, 1.38, 1.56, 1"
+    },
+    "2517": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "2521": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 19 (value 0.5) followed by a sharp drop at index 20 (value -0.38) and index 21 (value -0.68), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden increase in amplitude around index 85 (value 0.66) and subsequent fluctuations. These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 19 (value 0.5) followed by a sharp drop at index 20 (value -0.38) and index 21 (value -0.68), which disrupts the normal fluctuation pattern. Additionally, there are other irregularities, such as a sudden increase in amplitude around index 85 (value 0.66) and subsequent fluctuations. These disruptions indicate a combination of sudden spikes and amplitude anomalies, which are common in ECG signals when abnormal heart activity occurs.\nActionID: 12"
+    },
+    "2525": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2529": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.72, 0.84) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.04). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.62, 0.72, 0.84) after the spike, which deviates from the original trend, indicating a Nonlinear Pattern Anom"
+    },
+    "2533": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2537": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.46, 2.92) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.39, 1.9, 2.46, 2.92) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows"
+    },
+    "2541": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2545": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+    },
+    "2549": {
+        "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain.\nActionID: 0"
+    },
+    "2553": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 2.11, 2.56, 2.96, 3.11, 3.41), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 2.11, 2.56, 2.96, 3.11, 3.41), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+    },
+    "2557": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.9) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.9) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2561": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2565": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. This indicates a nonlinear change in the sequence, deviating from a linear or consistent trend. The pattern suggests a nonlinear growth followed by a nonlinear decline, breaking the original linear rule.\nActionID: 14"
+    },
+    "2569": {
+        "Thought": "The sequence initially exhibits normal fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 30, there is a gradual and consistent downward drift in the values, deviating from the earlier stable range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits normal fluctuations around a stable range (approximately 3.0 to 3.5). However, starting at index 30, there is a gradual and consistent downward drift in the values, deviating from the earlier stable range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2573": {
+        "Thought": "The value 50.9 at index 22 is a significant outlier compared to the surrounding values, which generally range between 28 and 34. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.9 at index 22 is a significant outlier compared to the surrounding values, which generally range between 28 and 34. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "2577": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.62, 1.0, 1.36, 1.68, 1.92, 2.08) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behaviors suggest",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.62, 1.0, 1.36, 1.68, 1.92, 2.08) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and subsequent decay, breaking the original linear or stable trend. These combined behaviors suggest"
+    },
+    "2582": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2586": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.42, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+    },
+    "2590": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "2594": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "2598": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, there are sporadic high values (e.g., 1.0, 2.0, 3.0) interspersed with zeros, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros, losing normal fluctuations. This combination of anomalies suggests sparse and sudden flatline behavior.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, there are sporadic high values (e.g., 1.0, 2.0, 3.0) interspersed with zeros, indicating isolated anomalous patterns. Later, the sequence transitions into a flatline of zeros, losing normal fluctuations. This combination of anomalies suggests sparse and sudden flatline behavior.\nActionID: 8"
+    },
+    "2602": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 76-80, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.77, -0.68). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 76-80, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.77, -0.68). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+    },
+    "2606": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2610": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2614": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 10 and 0.236 at index 11) and abrupt changes in amplitude, deviating significantly from the surrounding values. These spikes disrupt the normal fluctuation pattern and are not isolated points but occur in a continuous segment. Additionally, the sequence does not follow a consistent trend or pattern, and the spikes are not isolated to a single point but occur in a continuous segment. This suggests a Continuous Segment Anomaly.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 10 and 0.236 at index 11) and abrupt changes in amplitude, deviating significantly from the surrounding values. These spikes disrupt the normal fluctuation pattern and are not isolated points but occur in a continuous segment. Additionally, the sequence does not follow a consistent trend or pattern, and the spikes are not isolated to a single point but occur in a continuous segment. This suggests a Continuous Segment Anomaly.\nActionID: 13"
+    },
+    "2618": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into a fluctuating pattern with small variations. However, there is a sudden and extreme spike at index 96 (value 0.63), followed by a sharp drop to -0.68 and -1.22, which significantly deviates from the surrounding values. This behavior indicates a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around zero, and then transitions into a fluctuating pattern with small variations. However, there is a sudden and extreme spike at index 96 (value 0.63), followed by a sharp drop to -0.68 and -1.22, which significantly deviates from the surrounding values. This behavior indicates a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.\nActionID: 12"
+    },
+    "2622": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the values fluctuate within a certain range, but starting around index 26, there is a noticeable upward drift in the values, indicating a Drift Anomaly. Additionally, at index 43, there is a sudden spike in the value (1.06), followed by a sharp drop to 0.0 at index 44, which is indicative of a Sudden Spike Anomaly. The sequence then transitions into a nonlinear growth pattern starting around index 50, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal behavior of the sequence.\nAction",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the values fluctuate within a certain range, but starting around index 26, there is a noticeable upward drift in the values, indicating a Drift Anomaly. Additionally, at index 43, there is a sudden spike in the value (1.06), followed by a sharp drop to 0.0 at index 44, which is indicative of a Sudden Spike Anomaly. The sequence then transitions into a nonlinear growth pattern starting around index 50, where the values increase exponentially, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal behavior of the sequence.\nAction"
+    },
+    "2626": {
+        "Thought": "The value 40.2 at index 22 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 28-30. This isolated spike disrupts the normal pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 40.2 at index 22 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 28-30. This isolated spike disrupts the normal pattern of the sequence.\nActionID: 1"
+    },
+    "2630": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value plunges to -1258.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2634": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear irregularly.\nActionID: 8"
+    },
+    "2638": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2642": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 96,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 96,"
+    },
+    "2647": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1555.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1555.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2651": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 37, there is a sudden and significant increase in values, with a sharp spike to 51.56, followed by a new range of higher values (approximately 40 to 50). This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the behavior of the system.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 32 to 38). However, starting at index 37, there is a sudden and significant increase in values, with a sharp spike to 51.56, followed by a new range of higher values (approximately 40 to 50). This indicates a sudden change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the behavior of the system.\nActionID: 4"
+    },
+    "2655": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 70 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 70 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "2659": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "2663": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "2667": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 10 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 10 (value 130.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2671": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.66, 2.11, 2.38) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.66, 2.11, 2.38) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "2675": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal fluctuation.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme deviation disrupts the normal fluctuation.\nActionID: 12"
+    },
+    "2679": {
+        "Thought": "The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits significant fluctuations with abrupt changes in amplitude, including extreme positive and negative values. These deviations disrupt the normal range of the sequence, indicating an anomaly in amplitude. The values exceed the expected bounds of normal fluctuations, suggesting an amplitude-related issue.\nActionID: 6"
+    },
+    "2683": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2687": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 74, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. This type of anomaly is often observed in ECG data due to sudden electrical disturbances or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 74, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to a more stable range. This type of anomaly is often observed in ECG data due to sudden electrical disturbances or artifacts.\nActionID: 12"
+    },
+    "2691": {
+        "Thought": "The sequence exhibits a sudden transition to a flatline of zeros starting at index 16, disrupting the normal fluctuations of the time series. This flatline persists for a significant duration before returning to normal values, indicating a loss of variability in the sensor readings.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden transition to a flatline of zeros starting at index 16, disrupting the normal fluctuations of the time series. This flatline persists for a significant duration before returning to normal values, indicating a loss of variability in the sensor readings.\nActionID: 10"
+    },
+    "2695": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 27, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 27, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2699": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2703": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.28) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of irregular fluctuations, such as the sharp rise and fall around indices 90-100, which disrupt the normal pattern. These anomalies are characteristic of sudden spikes and continuous segment anomalies in an ECG context.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.28) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there are segments of irregular fluctuations, such as the sharp rise and fall around indices 90-100, which disrupt the normal pattern. These anomalies are characteristic of sudden spikes and continuous segment anomalies in an ECG context.\nActionID: 12"
+    },
+    "2707": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then show a sharp drop around index 23, followed by a recovery and a sudden spike at index 39. This behavior indicates a nonlinear pattern that disrupts the original trend. Additionally, the sharp drop and recovery suggest a potential anomaly in the machine-system domain.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then show a sharp drop around index 23, followed by a recovery and a sudden spike at index 39. This behavior indicates a nonlinear pattern that disrupts the original trend. Additionally, the sharp drop and recovery suggest a potential anomaly in the machine-system domain.\nActionID: 14"
+    },
+    "2711": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.\nActionID: 0"
+    },
+    "2715": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range in subsequent points. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range in subsequent points. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "2719": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 59. These abrupt changes in the sequence indicate a significant deviation from the expected pattern, suggesting a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 41, there is a sudden and sharp drop in values, followed by a recovery and another sharp drop at index 59. These abrupt changes in the sequence indicate a significant deviation from the expected pattern, suggesting a sudden spike anomaly.\nActionID: 12"
+    },
+    "2724": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 23 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2728": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term drift downward (e.g., -0.02 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term drift downward (e.g., -0.02 to -0"
+    },
+    "2732": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike and drop.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a spike at index 98 (0.28) and a sharp drop at index 99 (-0.38), which disrupt the otherwise smooth pattern. These sudden deviations are indicative of isolated anomalies in the sequence. Additionally, the sequence shows some irregular fluctuations in the latter part, but the most prominent anomaly is the sudden spike and drop.\nActionID: 12"
+    },
+    "2736": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+    },
+    "2740": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 72 (value 0.72) followed by a sharp drop at index 73 (value -0.48) and a further extreme drop at index 74 (value -1.24). These sudden deviations from the surrounding values indicate a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 70-75 and the sharp transitions between values, which deviate from the expected ECG pattern. This suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike and drop",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden spike at index 72 (value 0.72) followed by a sharp drop at index 73 (value -0.48) and a further extreme drop at index 74 (value -1.24). These sudden deviations from the surrounding values indicate a Sudden Spike Anomaly. Additionally, the sequence shows a nonlinear pattern in certain segments, such as the exponential-like growth around indices 70-75 and the sharp transitions between values, which deviate from the expected ECG pattern. This suggests a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike and drop"
+    },
+    "2744": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2748": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "2752": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop around index 10, where the values decrease significantly and stabilize at a lower range. This indicates a potential change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop around index 10, where the values decrease significantly and stabilize at a lower range. This indicates a potential change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the sensor data. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2756": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2760": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 10, there is a sudden and significant increase in values, peaking at 53.56. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 10, there is a sudden and significant increase in values, peaking at 53.56. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2764": {
+        "Thought": "The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with no irregularities, sudden changes, or disruptions. The values increase steadily over time, following a predictable and smooth pattern. This indicates a normal sequence.\nActionID: 0"
+    },
+    "2768": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68, 4.31) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.21, 3.68, 4.31) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "2772": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.38) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a gradual upward drift in the latter part of the sequence (e.g., from index 80 onward), where the values increase steadily and deviate from the earlier range, indicating a drift anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 21 (-1.38) and index 22 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a gradual upward drift in the latter part of the sequence (e.g., from index 80 onward), where the values increase steadily and deviate from the earlier range, indicating a drift anomaly. These anomalies are consistent with disruptions in ECG signals, which can reflect abnormal heart activity.\nActionID: 12"
+    },
+    "2776": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently increase over time, deviating from the original level, which is indicative of a drift anomaly. This behavior is consistent with machine-system data where gradual degradation or drift in performance may occur.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently increase over time, deviating from the original level, which is indicative of a drift anomaly. This behavior is consistent with machine-system data where gradual degradation or drift in performance may occur.\nActionID: 11"
+    },
+    "2780": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.32). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.36, 1.52, 1.74, 2.08) starting around index",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.32). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.86, 1.08, 1.36, 1.52, 1.74, 2.08) starting around index"
+    },
+    "2784": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "2788": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 93 (-1.18) and index 94 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 93 (-1.18) and index 94 (-1.38), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities in the sequence, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "2792": {
+        "Thought": "The sequence exhibits a sudden spike at index 7 (value 40.94) and index 11 (value 40.94), which are significantly higher than the surrounding values that generally range between 28 and 33. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 7 (value 40.94) and index 11 (value 40.94), which are significantly higher than the surrounding values that generally range between 28 and 33. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+    },
+    "2796": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 33, there is a sudden and significant drop in values, deviating from the expected pattern. This abrupt change disrupts the overall trend and statistical properties of the sequence. This is indicative of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, at index 33, there is a sudden and significant drop in values, deviating from the expected pattern. This abrupt change disrupts the overall trend and statistical properties of the sequence. This is indicative of a Change Point Anomaly.\nActionID: 4"
+    },
+    "2800": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2804": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.21, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 74, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.21, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 74, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "2808": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2812": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2816": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 47, there is a sudden and significant increase in values, peaking at 55.25. This is followed by a sharp drop and a new range of values (approximately 30-35), indicating a sudden and sustained change in the statistical properties of the sequence. This suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 47, there is a sudden and significant increase in values, peaking at 55.25. This is followed by a sharp drop and a new range of values (approximately 30-35), indicating a sudden and sustained change in the statistical properties of the sequence. This suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "2820": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "2824": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "2828": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 12, there is a sudden spike (0.28 to 0.41) followed by a sharp drop to -1.31 and -1.56, indicating a Sudden Spike Anomaly. Additionally, the segment from index 76 to 85 shows a significant upward drift, peaking at 2.02, followed by a gradual decline, which suggests a Drift Anomaly. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or periodic behavior, indicating a Nonlinear Pattern Anomaly. Given the healthcare-E"
+    },
+    "2832": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "2836": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2840": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 22 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 22 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2844": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The sequence does not return to its original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "2848": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2852": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "2856": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 10 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "2860": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2864": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2868": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sporadically.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 2.0, 3.0, 4.0) that appear intermittently in an otherwise low or zero-valued sequence, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but occur sporadically.\nActionID: 8"
+    },
+    "2872": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 27, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.\nActionID: 1"
+    },
+    "2876": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2880": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+    },
+    "2884": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "2888": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant upward drift (e.g., from -0.01 to 2.51) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear pattern caused by the"
+    },
+    "2892": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 27 (-1.48) and index 28 (-1.61), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 87 (1.02) and peaking at index 91 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 27 (-1.48) and index 28 (-1.61), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 87 (1.02) and peaking at index 91 (2.38), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non"
+    },
+    "2896": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2900": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then stabilizes but later shows another sharp drop at index 115 (-0.22) and index 116 (-0",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is a significant outlier (-0.52) followed by a sharp drop to -0.68, which represents an Amplitude Anomaly. The sequence then stabilizes but later shows another sharp drop at index 115 (-0.22) and index 116 (-0"
+    },
+    "2904": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "2908": {
+        "Thought": "The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, after the peak, the sequence exhibits a sudden and sharp drop at index 23, followed by a recovery and stabilization. This sharp drop and recovery disrupt the normal pattern, indicating a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, after the peak, the sequence exhibits a sudden and sharp drop at index 23, followed by a recovery and stabilization. This sharp drop and recovery disrupt the normal pattern, indicating a sudden spike anomaly.\nActionID: 12"
+    },
+    "2912": {
+        "Thought": "The value 3.211 at index 8 is a significant outlier compared to the surrounding values, which mostly range between 0.2 and 0.6. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 3.211 at index 8 is a significant outlier compared to the surrounding values, which mostly range between 0.2 and 0.6. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "2916": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.66, 1.0, 1.32, 1.68, 1.96, 2.11), followed by a return to lower values, indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase in values (e",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.62, -0.68, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.66, 1.0, 1.32, 1.68, 1.96, 2.11), followed by a return to lower values, indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase in values (e"
+    },
+    "2920": {
+        "Thought": "The time series exhibits a sudden and significant deviation in amplitude at index 11, where the value jumps to 0.58, followed by a sharp drop to -0.48 and -0.72. This abrupt spike and subsequent drop disrupt the normal fluctuation pattern, indicating a sudden and extreme anomaly. Such behavior is often observed in ECG data during irregular heartbeats or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at index 11, where the value jumps to 0.58, followed by a sharp drop to -0.48 and -0.72. This abrupt spike and subsequent drop disrupt the normal fluctuation pattern, indicating a sudden and extreme anomaly. Such behavior is often observed in ECG data during irregular heartbeats or artifacts.\nActionID: 12"
+    },
+    "2924": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "2928": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear sporadically.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 1.0, 2.0, 3.0) that appear intermittently in an otherwise flat sequence of zeros, disrupting the normal pattern. These isolated anomalies are not part of a continuous trend or pattern but appear sporadically.\nActionID: 8"
+    },
+    "2932": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "2936": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.42, -1.43). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "2940": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "2944": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is critical in the healthcare domain. This indicates a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around -0.04 for an extended period, and then transitions into a fluctuating pattern with small variations. The flatline behavior is particularly notable as it disrupts the normal fluctuation pattern of the ECG signal, which is critical in the healthcare domain. This indicates a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "2948": {
+        "Thought": "The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, after the peak, the sequence exhibits a nonlinear pattern with fluctuations and irregularities, deviating from the original linear or smooth trend. This indicates a significant change in the behavior of the system, likely due to a nonlinear process.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, after the peak, the sequence exhibits a nonlinear pattern with fluctuations and irregularities, deviating from the original linear or smooth trend. This indicates a significant change in the behavior of the system, likely due to a nonlinear process.\nActionID: 14"
+    },
+    "2952": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 91 (value 0.53) and a sharp drop at index 92 (value -0.48), followed by a significant drop to -1.08 at index 93. These abrupt changes disrupt the normal pattern of the sequence, indicating a sudden spike and drop anomaly. This type of anomaly is often observed in ECG data due to irregular heartbeats or electrical disturbances.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there is a sudden spike at index 91 (value 0.53) and a sharp drop at index 92 (value -0.48), followed by a significant drop to -1.08 at index 93. These abrupt changes disrupt the normal pattern of the sequence, indicating a sudden spike and drop anomaly. This type of anomaly is often observed in ECG data due to irregular heartbeats or electrical disturbances.\nActionID: 12"
+    },
+    "2956": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, which could indicate a normal fluctuation. However, starting around index 40, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decrease, which could indicate a normal fluctuation. However, starting around index 40, the sequence transitions into a flatline of repeated values (1.36) for an extended period, losing its normal fluctuations. This sudden flatline behavior is indicative of an anomaly.\nActionID: 10"
+    },
+    "2960": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1395.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1395.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "2964": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "2968": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.7, 2.92, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.7, 2.92, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "2972": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 11, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11, where the value (-1251.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "2976": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 38, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 38, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "2980": {
+        "Thought": "The time series exhibits a gradual drift in values, particularly noticeable in the latter part of the sequence, where the values increase steadily and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual drift in values, particularly noticeable in the latter part of the sequence, where the values increase steadily and deviate from the earlier range. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "2984": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.14, -1.4, -0.9, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.14, -1.4, -0.9, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "2988": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "2992": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the peaks and troughs, particularly around indices 10-15 and 40-45. These disruptions suggest a deviation from the expected periodic behavior, indicating a periodic change anomaly.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregularities in the peaks and troughs, particularly around indices 10-15 and 40-45. These disruptions suggest a deviation from the expected periodic behavior, indicating a periodic change anomaly.\nActionID: 2"
+    },
+    "2996": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.38, 1.96, 2.46) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.38, 1.96, 2.46) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disru"
+    },
+    "3000": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline behavior around index 16 to 20, where the values stabilize near zero with minimal fluctuations. Afterward, there is a sudden spike at index 92 (value 0.22) and a subsequent extreme drop at index 93 (value -1.28), followed by a recovery. This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which significantly deviates from the surrounding pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline behavior around index 16 to 20, where the values stabilize near zero with minimal fluctuations. Afterward, there is a sudden spike at index 92 (value 0.22) and a subsequent extreme drop at index 93 (value -1.28), followed by a recovery. This sequence exhibits multiple anomalies, including a sudden flatline, a sudden spike, and a sharp drop, which are indicative of disruptions in the ECG signal. The most prominent anomaly is the sudden spike and drop, which significantly deviates from the surrounding pattern.\nActionID: 12"
+    },
+    "3004": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with some fluctuations, to around 8.0. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3008": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.42, 2.98) starting around index 116, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 1.92, 2.42, 2.98) starting around index 116, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These"
+    },
+    "3012": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "3016": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-0.72, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence later transitions into a gradual upward",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-0.72, -1.02). This indicates a sudden spike anomaly. Additionally, the sequence later transitions into a gradual upward"
+    },
+    "3020": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 10.0), which disrupts the sequence. Afterward, the sequence stabilizes but shows irregular fluctuations, including a sudden spike at index 39 (value 10.0) and a nonlinear growth pattern toward the end of the sequence. These characteristics suggest a combination of drift, sudden spikes, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 23.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 10.0), which disrupts the sequence. Afterward, the sequence stabilizes but shows irregular fluctuations, including a sudden spike at index 39 (value 10.0) and a nonlinear growth pattern toward the end of the sequence. These characteristics suggest a combination of drift, sudden spikes, and nonlinear pattern anomalies. However, the most prominent anomaly is the sudden spike at index 23.\nActionID: 12"
+    },
+    "3024": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3028": {
+        "Thought": "The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The sequence appears to follow a consistent trend with minor variations, which are typical for sensor data in an environmental domain. There is no clear evidence of anomalies such as spikes, flatlines, or distributional changes.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a relatively narrow range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The sequence appears to follow a consistent trend with minor variations, which are typical for sensor data in an environmental domain. There is no clear evidence of anomalies such as spikes, flatlines, or distributional changes.\nActionID: 0"
+    },
+    "3032": {
+        "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.\nActionID: 0"
+    },
+    "3036": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3040": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the normal level is a clear anomaly. This behavior is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the normal level is a clear anomaly. This behavior is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "3044": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3048": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3052": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.58, -1.69). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 96, which deviates from the earlier trend, indicating a Non"
+    },
+    "3056": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This gradual increase continues, with the sequence deviating from the earlier stable range and showing a consistent upward trend. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This gradual increase continues, with the sequence deviating from the earlier stable range and showing a consistent upward trend. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3060": {
+        "Thought": "The time series initially shows a gradual upward trend, peaking around index 16, followed by a sharp decline and subsequent fluctuations. This indicates a significant change in the long-term trend of the sequence, with a sudden drop and subsequent recovery. The overall behavior suggests a disruption in the system's normal trend.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, peaking around index 16, followed by a sharp decline and subsequent fluctuations. This indicates a significant change in the long-term trend of the sequence, with a sudden drop and subsequent recovery. The overall behavior suggests a disruption in the system's normal trend.\nActionID: 3"
+    },
+    "3064": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, with no return to the initial range, suggesting a gradual drift in the system's behavior.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from 10.0 and eventually reaching negative values. This indicates a systematic deviation from the original level, with no return to the initial range, suggesting a gradual drift in the system's behavior.\nActionID: 11"
+    },
+    "3068": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 2298.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 2298.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3072": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.69, -1.51) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.42 to -1.51), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "3076": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 27, reaching a peak at index 31. This is followed by a rapid decline and stabilization into a new pattern with higher values. The sharp increase and subsequent stabilization indicate a significant disruption in the long-term trend of the sequence. This behavior is characteristic of a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 27, reaching a peak at index 31. This is followed by a rapid decline and stabilization into a new pattern with higher values. The sharp increase and subsequent stabilization indicate a significant disruption in the long-term trend of the sequence. This behavior is characteristic of a Trend Change Anomaly.\nActionID: 3"
+    },
+    "3080": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 41, there is a sudden flatline of zeros, disrupting the normal fluctuations. Following this, at index 51, there is a significant outlier (-1.0) that deviates drastically from the surrounding values. This is followed by a recovery to normal values, but the sequence then exhibits a gradual downward drift, indicating a long-term deviation from the original level. The combination of these anomalies suggests a complex disruption in the time series.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 41, there is a sudden flatline of zeros, disrupting the normal fluctuations. Following this, at index 51, there is a significant outlier (-1.0) that deviates drastically from the surrounding values. This is followed by a recovery to normal values, but the sequence then exhibits a gradual downward drift, indicating a long-term deviation from the original level. The combination of these anomalies suggests a complex disruption in the time series.\nActionID: 11"
+    },
+    "3084": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a further drop to -1.56, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.06, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic fluctuations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 19, there is a sudden and extreme drop to -1.28, followed by a further drop to -1.56, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 87, there is a gradual and consistent upward drift in values, peaking at 2.06, which suggests a Drift Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic fluctuations.\nActionID: 12"
+    },
+    "3088": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and eventually reaching negative values. This indicates a consistent deviation from the original level, suggesting a gradual drift away from the normal range. The sequence does not return to its original range, confirming a drift anomaly.\nActionID: 11"
+    },
+    "3092": {
+        "Thought": "The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., around 0.2 to 0.25) to a sudden increase (e.g., 0.26, 0.27, 0.28) and then back to a lower range (e.g., 0.22, 0.23). These disruptions indicate a periodic change in the amplitude and pattern of the sequence.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern of fluctuations, but there are noticeable disruptions in the pattern. For example, the sequence transitions from a relatively stable range (e.g., around 0.2 to 0.25) to a sudden increase (e.g., 0.26, 0.27, 0.28) and then back to a lower range (e.g., 0.22, 0.23). These disruptions indicate a periodic change in the amplitude and pattern of the sequence.\nActionID: 2"
+    },
+    "3096": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a higher level. However, starting from around index 40, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier trend. This indicates a gradual drift away from the normal level.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a higher level. However, starting from around index 40, there is a noticeable downward drift in the values, with the sequence gradually decreasing and deviating from the earlier trend. This indicates a gradual drift away from the normal level.\nActionID: 11"
+    },
+    "3100": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 24 (value 1355.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 24 (value 1355.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3104": {
+        "Thought": "The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 3.0-3.5) to much higher values (e.g., 5.5, 6.0, 6.5, 7.0). This disrupts the normal fluctuation pattern and indicates a temporary anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike in values starting at index 56, where the values jump from the normal range (around 3.0-3.5) to much higher values (e.g., 5.5, 6.0, 6.5, 7.0). This disrupts the normal fluctuation pattern and indicates a temporary anomaly.\nActionID: 12"
+    },
+    "3108": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38) and index 9 (-0.58), indicating a sudden spike anomaly. Later, starting around index 72, there is a significant upward drift in values, peaking at index 76 (2.01), followed by a gradual decline. This suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 72 to 76, deviating from the original linear or stable trend. These combined behaviors indicate",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38) and index 9 (-0.58), indicating a sudden spike anomaly. Later, starting around index 72, there is a significant upward drift in values, peaking at index 76 (2.01), followed by a gradual decline. This suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 72 to 76, deviating from the original linear or stable trend. These combined behaviors indicate"
+    },
+    "3112": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3116": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.31), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.81) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.68 to -1.31), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.81) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+    },
+    "3120": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 1.3 to 1.5 to much higher values (e.g., 1.76, 1.86, 1.96, 2.0). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 56, where the values jump from the range of approximately 1.3 to 1.5 to much higher values (e.g., 1.76, 1.86, 1.96, 2.0). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.\nActionID: 4"
+    },
+    "3124": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "3128": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 33-36, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.2, -0.92, -0.87) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no consistent long-term trend or pattern disruption beyond this localized event.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 33-36, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.2, -0.92, -0.87) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence shows no consistent long-term trend or pattern disruption beyond this localized event.\nActionID: 12"
+    },
+    "3132": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3136": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.28, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.34, 1.78, 2.08, 2.36) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.28, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.34, 1.78, 2.08, 2.36) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+    },
+    "3140": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12188.0) from index 23 to 25, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12188.0) from index 23 to 25, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "3144": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.66 to 2.81), followed by a gradual decline and drift. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth and subsequent decline, which disrupts the original pattern.\nAction",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.66 to 2.81), followed by a gradual decline and drift. These patterns indicate a combination of Sudden Spike Anomaly, Sudden Flatline Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth and subsequent decline, which disrupts the original pattern.\nAction"
+    },
+    "3148": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden drops (e.g., from 6.2 to 5.86 and from 6.2 to 5.6), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the expected pattern and suggest a significant anomaly in the sequence. The irregularities are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden drops (e.g., from 6.2 to 5.86 and from 6.2 to 5.6), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the expected pattern and suggest a significant anomaly in the sequence. The irregularities are not isolated to a single point but occur across multiple segments, indicating a Continuous Segment Anomaly.\nActionID: 13"
+    },
+    "3152": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 90, there is a sudden and extreme drop to -0.99, followed by a sharp recovery and subsequent irregular fluctuations. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 100 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 90, there is a sudden and extreme drop to -0.99, followed by a sharp recovery and subsequent irregular fluctuations. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 100 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "3156": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (0.216) and index 12 (0.181), deviating sharply from the surrounding values, which are generally in the range of 0.24 to 0.27. This indicates a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (0.216) and index 12 (0.181), deviating sharply from the surrounding values, which are generally in the range of 0.24 to 0.27. This indicates a sudden spike anomaly.\nActionID: 12"
+    },
+    "3160": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 85 (1.02) and peaking at index 88 (2.11), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 17 (-1.28) and index 18 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 85 (1.02) and peaking at index 88 (2.11), followed by a gradual decline. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent non"
+    },
+    "3164": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3168": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and there are no abrupt changes in trend, amplitude, or distribution. This indicates a normal sequence for a machine-system domain.\nActionID: 0"
+    },
+    "3172": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "3176": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3180": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "3184": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop around index 16, where the values decrease significantly and stabilize at a lower range. This indicates a change in the statistical properties, such as the mean and variance, of the sequence. Afterward, the sequence resumes a fluctuating pattern but with a different range and behavior. This abrupt shift in the statistical properties suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop around index 16, where the values decrease significantly and stabilize at a lower range. This indicates a change in the statistical properties, such as the mean and variance, of the sequence. Afterward, the sequence resumes a fluctuating pattern but with a different range and behavior. This abrupt shift in the statistical properties suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "3188": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3192": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "3196": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "3200": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 66 to 70, where the values plummet to -1.24, -1.5, -1.0, -0.7, and -0.5, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 66 to 70, where the values plummet to -1.24, -1.5, -1.0, -0.7, and -0.5, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3204": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could"
+    },
+    "3208": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with peaks reaching as high as 63.56, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a sudden and significant increase in values, with peaks reaching as high as 63.56, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "3212": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 22, where the value (-1455.98) deviates sharply from the surrounding values, which are generally in the range of -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 22, where the value (-1455.98) deviates sharply from the surrounding values, which are generally in the range of -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3216": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), indicating a sudden spike anomaly. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (4.01), followed by a gradual decline, which suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 76 to 80, indicating a",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-1.38), indicating a sudden spike anomaly. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (4.01), followed by a gradual decline, which suggests a drift anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 76 to 80, indicating a"
+    },
+    "3220": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.07), but starting at index 41, there is a sudden and significant increase in values, peaking at 0.19. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (0.05 to 0.07), but starting at index 41, there is a sudden and significant increase in values, peaking at 0.19. This is followed by a return to the original range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3224": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly, as the values do not return to the original range and instead continue to drift downward in certain segments.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. This gradual deviation from the normal level suggests a drift anomaly, as the values do not return to the original range and instead continue to drift downward in certain segments.\nActionID: 11"
+    },
+    "3228": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "3232": {
+        "Thought": "The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and abrupt drop to 0.0 at index 57, which is a significant deviation from the surrounding values. This flatline at 0.0 disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential drift or recovery. However, the flatline at 0.0 is the most prominent anomaly.\nActionID: 10"
+    },
+    "3236": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3240": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.52) followed by a steep drop (-0.49, -0.72, -0.73). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "3244": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 74, there is a sudden and extreme deviation with a sharp spike (0.29, 0.61) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 74, there is a sudden and extreme deviation with a sharp spike (0.29, 0.61) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "3248": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 48, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 48, where the values jump from the mid-30s range to the 40s and 50s range. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "3252": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 43, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.92). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 43, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.72, -0.92). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but"
+    },
+    "3256": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (12.46, 12.44, 12.32, 12.38) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (12.46, 12.44, 12.32, 12.38) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies in the time series.\nActionID: 8"
+    },
+    "3260": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3264": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 30 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 30 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+    },
+    "3268": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3272": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "3276": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 53 (value 43.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 53 (value 43.28), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3280": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.96, 2.49, 2.96) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.96, 2.49, 2.96) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "3284": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 27, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 27, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3288": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with environmental sensor data, where drift in readings over time is often observed.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with environmental sensor data, where drift in readings over time is often observed.\nActionID: 11"
+    },
+    "3292": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 11, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11, where the value (-2279.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3296": {
+        "Thought": "The sequence exhibits a consistent upward trend with increasing values over time, but there are no irregularities, sudden changes, or disruptions in the pattern. The fluctuations appear to be part of the normal behavior of the time series.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent upward trend with increasing values over time, but there are no irregularities, sudden changes, or disruptions in the pattern. The fluctuations appear to be part of the normal behavior of the time series.\nActionID: 0"
+    },
+    "3300": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3304": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and significant drop at index 33 (from 10.0 to 0.0), which disrupts the overall pattern. After this drop, the sequence transitions into a fluctuating pattern with smaller variations, but the abrupt drop at index 33 is the most prominent anomaly. This behavior indicates a sudden and sharp deviation from the expected trend.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and significant drop at index 33 (from 10.0 to 0.0), which disrupts the overall pattern. After this drop, the sequence transitions into a fluctuating pattern with smaller variations, but the abrupt drop at index 33 is the most prominent anomaly. This behavior indicates a sudden and sharp deviation from the expected trend.\nActionID: 12"
+    },
+    "3308": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.56, 1.72, 1.96, 2.08), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.56, 1.72, 1.96, 2.08), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g"
+    },
+    "3312": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 43 (-1.28) and index 44 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 43 (-1.28) and index 44 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3316": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3320": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "3324": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3328": {
+        "Thought": "The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.58, -0.72, -0.73), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a normal ECG-like pattern with small fluctuations and a gradual rise and fall. However, starting around index 90, there is a sudden and extreme spike (0.62) followed by a sharp drop (-0.58, -0.72, -0.73), which significantly deviates from the expected pattern. This is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+    },
+    "3332": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3336": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 0.24) and a sharp drop at index 24 (value -0.24). This is followed by a significant drop at index 25 (value -0.56) and a further drop at index 26 (value -0.64). These sudden and extreme deviations from the surrounding values indicate a combination of sudden spikes and drops, disrupting the sequence. Additionally, the sequence shows a nonlinear pattern in the later part, with values fluctuating irregularly. The most prominent anomaly is the sudden sp",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 23 (value 0.24) and a sharp drop at index 24 (value -0.24). This is followed by a significant drop at index 25 (value -0.56) and a further drop at index 26 (value -0.64). These sudden and extreme deviations from the surrounding values indicate a combination of sudden spikes and drops, disrupting the sequence. Additionally, the sequence shows a nonlinear pattern in the later part, with values fluctuating irregularly. The most prominent anomaly is the sudden sp",
+        "ParseError": "unrecognized_action_id"
+    },
+    "3340": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.66) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.6, 2.72, 3.66) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "3344": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "3348": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index 96,"
+    },
+    "3352": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.68) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "3356": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "3360": {
+        "Thought": "The sequence initially exhibits a stable pattern with minor fluctuations around 0.04, but starting at index 30, there is a sudden flatline of zeros, followed by a return to the original range. This abrupt transition to a flatline and back disrupts the normal fluctuation pattern.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with minor fluctuations around 0.04, but starting at index 30, there is a sudden flatline of zeros, followed by a return to the original range. This abrupt transition to a flatline and back disrupts the normal fluctuation pattern.\nActionID: 10"
+    },
+    "3364": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern at multiple points, particularly around indices 6-10 and 72-76, where the values drop sharply and then recover. These deviations disrupt the normal fluctuation pattern of the ECG signal, indicating abrupt changes in the sequence. This suggests the presence of multiple sudden spikes or drops, which are characteristic of Sudden Spike Anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern at multiple points, particularly around indices 6-10 and 72-76, where the values drop sharply and then recover. These deviations disrupt the normal fluctuation pattern of the ECG signal, indicating abrupt changes in the sequence. This suggests the presence of multiple sudden spikes or drops, which are characteristic of Sudden Spike Anomalies.\nActionID: 12"
+    },
+    "3368": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1227.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3372": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3376": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "3380": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3384": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 16, there is a sudden increase in values, peaking at 5.0, followed by a return to the original range. This indicates a temporary disruption in the sequence caused by a sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 16, there is a sudden increase in values, peaking at 5.0, followed by a return to the original range. This indicates a temporary disruption in the sequence caused by a sudden spike.\nActionID: 12"
+    },
+    "3388": {
+        "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+    },
+    "3392": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 27), abrupt drops (e.g., -102.0 at index 28), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and drops. The most prominent anomaly is the sudden spike at index 27, which stands out as a significant deviation.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 136.0 at index 27), abrupt drops (e.g., -102.0 at index 28), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate a combination of sudden spikes and drops. The most prominent anomaly is the sudden spike at index 27, which stands out as a significant deviation.\nActionID: 12"
+    },
+    "3396": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nAction",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 11 (0.28) and index 12 (0.46), followed by a sharp drop at index 13 (-0.38) and index 14 (-0.68), indicating sudden spikes and drops. Later, starting around index 76, there is a significant upward drift in values, peaking at index 80 (2.01), followed by a gradual decline. This suggests a combination of sudden spikes, drift, and potential distributional changes. The overall pattern is highly irregular, with nonlinear fluctuations breaking the original trend.\nAction"
+    },
+    "3400": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value plummets to 11.0, which is drastically lower than the surrounding values. This abrupt deviation disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3404": {
+        "Thought": "The time series shows a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3408": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.94, 2.11, 3.68, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions"
+    },
+    "3412": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior with minor variations, which could be attributed to normal sensor noise or environmental factors. There is no significant deviation or disruption that would classify it as an anomaly.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent behavior with minor variations, which could be attributed to normal sensor noise or environmental factors. There is no significant deviation or disruption that would classify it as an anomaly.\nActionID: 0"
+    },
+    "3416": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable in the latter part of the sequence, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3420": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme spike (0.52) followed by a sharp drop (-0.48, -0.72, -0.73), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme spike (0.52) followed by a sharp drop (-0.48, -0.72, -0.73), which significantly deviates from the expected range of the sequence. This behavior is indicative of a sudden spike anomaly, as the values deviate abruptly and then return to a more stable range.\nActionID: 12"
+    },
+    "3424": {
+        "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain of Artificial.\nActionID: 0"
+    },
+    "3428": {
+        "Thought": "The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence exhibits a nonlinear pattern with irregular and inconsistent changes, deviating from the earlier trend. This suggests a significant disruption in the system's behavior, likely due to a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, followed by a peak and subsequent decline, which could indicate a normal fluctuation. However, starting around index 30, the sequence exhibits a nonlinear pattern with irregular and inconsistent changes, deviating from the earlier trend. This suggests a significant disruption in the system's behavior, likely due to a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3432": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.66), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "3436": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3440": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 12.0 and eventually decreasing to 7.0. This consistent decline over time indicates a deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 12.0 and eventually decreasing to 7.0. This consistent decline over time indicates a deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3444": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.88, 1.08, 1.38, 1.56, 1.76, 2.0",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52, -1.53). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.88, 1.08, 1.38, 1.56, 1.76, 2.0"
+    },
+    "3448": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3452": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "3456": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.16, 0.22, 0.27, 0.34, 0.41) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.16, 0.22, 0.27, 0.34, 0.41) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern An"
+    },
+    "3460": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "3464": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern around index 86, where the values drop sharply to -0.33 and -0.5, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which then returns to normal. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern around index 86, where the values drop sharply to -0.33 and -0.5, followed by a recovery to the previous range. This behavior is indicative of a sudden spike or drop in the data, which then returns to normal. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "3468": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "3472": {
+        "Thought": "The time series initially exhibits small fluctuations around a baseline, but starting at index 96, there is a sudden and significant spike in values, reaching as high as 0.52, followed by a return to the baseline. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates sharply before returning to normal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a baseline, but starting at index 96, there is a sudden and significant spike in values, reaching as high as 0.52, followed by a return to the baseline. This behavior is characteristic of a sudden spike anomaly, where the data temporarily deviates sharply before returning to normal.\nActionID: 12"
+    },
+    "3476": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.126 at index 17 and 0.132 at index 23) and abrupt drops (e.g., 0.006 at index 18 and 0.001 at index 20). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.126 at index 17 and 0.132 at index 23) and abrupt drops (e.g., 0.006 at index 18 and 0.001 at index 20). These deviations disrupt the normal fluctuation pattern and are indicative of sudden, isolated anomalies. Additionally, the sequence does not follow a consistent trend or pattern, but the primary anomaly type is the sudden spikes.\nActionID: 12"
+    },
+    "3480": {
+        "Thought": "The sequence initially exhibits a gradual upward trend, followed by a sudden and sharp drop at index 23, where the value decreases from 122.0 to 114.0 and then further to 108.0. This abrupt change disrupts the statistical properties of the sequence, indicating a significant shift in the mean and variance. After this drop, the sequence resumes a fluctuating pattern but with a different statistical distribution. This behavior suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual upward trend, followed by a sudden and sharp drop at index 23, where the value decreases from 122.0 to 114.0 and then further to 108.0. This abrupt change disrupts the statistical properties of the sequence, indicating a significant shift in the mean and variance. After this drop, the sequence resumes a fluctuating pattern but with a different statistical distribution. This behavior suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "3484": {
+        "Thought": "The sequence exhibits a sudden spike at index 11 (value 0.24) and index 12 (value 0.26), which are significantly higher than the surrounding values that generally range between 0.04 and 0.1. These spikes disrupt the normal fluctuation pattern but return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 11 (value 0.24) and index 12 (value 0.26), which are significantly higher than the surrounding values that generally range between 0.04 and 0.1. These spikes disrupt the normal fluctuation pattern but return to the normal range immediately after.\nActionID: 12"
+    },
+    "3488": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear"
+    },
+    "3492": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.88, 1.08, 1.38, 1.58, 1.76, 2.08) starting around index 90",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.88, 1.08, 1.38, 1.58, 1.76, 2.08) starting around index 90"
+    },
+    "3496": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 at index 114. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.48), followed by a steep drop to -0.78 at index 114. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "3500": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3504": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "3508": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.72) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.29, 2.72) starting around index 96, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "3512": {
+        "Thought": "The value 50.9 at index 42 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.9 at index 42 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "3516": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.22, 0.23, 0.24) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "3520": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 26, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the pattern, with a continuous segment of elevated values (e.g., 1.2, 1.3, 1.4) and abrupt changes in the statistical properties of the sequence. Additionally, there are sudden spikes and drops, such as the sharp increase to 1.66 and subsequent drop to 0.18. The overall behavior suggests a combination of pattern changes and amplitude anomalies.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a stable range, but starting at index 26, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. This indicates a significant disruption in the pattern, with a continuous segment of elevated values (e.g., 1.2, 1.3, 1.4) and abrupt changes in the statistical properties of the sequence. Additionally, there are sudden spikes and drops, such as the sharp increase to 1.66 and subsequent drop to 0.18. The overall behavior suggests a combination of pattern changes and amplitude anomalies.\nActionID: 7"
+    },
+    "3524": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, the sequence stabilizes but exhibits nonlinear growth patterns around index 115, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal range, suggesting a Continuous Segment Anomaly. Later, the sequence stabilizes but exhibits nonlinear growth patterns around index 115, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "3528": {
+        "Thought": "The sequence exhibits a sudden flatline at index 33 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 33 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "3532": {
+        "Thought": "The sequence initially fluctuates within a relatively stable range (around 34-40), but starting at index 46, there is a sudden and significant spike in values (e.g., 50.11, 53.84, 55.88, 56.88, 58.88, 60.88, 62.88), followed by a return to a lower range. This indicates a temporary disruption in the sequence caused by sudden spikes.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates within a relatively stable range (around 34-40), but starting at index 46, there is a sudden and significant spike in values (e.g., 50.11, 53.84, 55.88, 56.88, 58.88, 60.88, 62.88), followed by a return to a lower range. This indicates a temporary disruption in the sequence caused by sudden spikes.\nActionID: 12"
+    },
+    "3536": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for a normal ECG signal, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for a normal ECG signal, indicating no anomalies.\nActionID: 0"
+    },
+    "3540": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.38), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 68 (1.01) and peaking at index 73 (2.38), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift downward in the later part, particularly from index 80 onward, where",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 6 (0.28) and index 7 (0.46), followed by a sharp drop at index 8 (-0.38) and index 9 (-1.38), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 68 (1.01) and peaking at index 73 (2.38), followed by a gradual decline. This suggests a combination of sudden spikes and nonlinear pattern anomalies. The sequence also shows a drift downward in the later part, particularly from index 80 onward, where"
+    },
+    "3544": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 36, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 36, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3548": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.51 to -0.72), followed by a recovery to a stable range. Later, there is a significant upward drift (e.g., 0.1 to 1.38) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.51 to -0.72), followed by a recovery to a stable range. Later, there is a significant upward drift (e.g., 0.1 to 1.38) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, drift, and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+    },
+    "3552": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "3556": {
+        "Thought": "The sequence is predominantly flatlined at 0.0, but there are sporadic isolated high values (e.g., 14.06, 13.84, 13.82, 13.8, 13.78, 13.76) that appear intermittently. These isolated spikes disrupt the otherwise flat pattern, indicating occasional anomalous behavior.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flatlined at 0.0, but there are sporadic isolated high values (e.g., 14.06, 13.84, 13.82, 13.8, 13.78, 13.76) that appear intermittently. These isolated spikes disrupt the otherwise flat pattern, indicating occasional anomalous behavior.\nActionID: 8"
+    },
+    "3560": {
+        "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable toward the end of the series, where the values decrease from around 10.2 to 9.94. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable toward the end of the series, where the values decrease from around 10.2 to 9.94. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3564": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3568": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3572": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.\nActionID: 0"
+    },
+    "3576": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.01 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.01 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "3580": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3585": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden flatline at -0.01 from index 10 to 13, disrupting the normal fluctuation pattern. Afterward, the sequence resumes its downward trend, but with some irregular fluctuations. The flatline segment is a clear anomaly in the context of the overall pattern.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden flatline at -0.01 from index 10 to 13, disrupting the normal fluctuation pattern. Afterward, the sequence resumes its downward trend, but with some irregular fluctuations. The flatline segment is a clear anomaly in the context of the overall pattern.\nActionID: 10"
+    },
+    "3589": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme deviation is the key anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.49, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme deviation is the key anomaly.\nActionID: 12"
+    },
+    "3593": {
+        "Thought": "The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions. The values follow a natural pattern expected in an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "3597": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3601": {
+        "Thought": "The sequence exhibits a sudden spike at index 39 (value 0.28) and index 40 (value 0.38), which are significantly higher than the surrounding values that generally range between 0.02 and 0.1. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden spike at index 39 (value 0.28) and index 40 (value 0.38), which are significantly higher than the surrounding values that generally range between 0.02 and 0.1. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+    },
+    "3605": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3609": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no irregularities, sudden changes, or disruptions. The values follow a predictable trend, and there are no anomalies present in the data. This aligns with the characteristics of a normal sequence.\nActionID: 0"
+    },
+    "3613": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.18). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (e.g., -0.92, -1.18). This indicates a sudden spike anomaly. Additionally, the sequence later stabilizes but"
+    },
+    "3617": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.41, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.98 and -1.41, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "3621": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "3625": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "3629": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1535.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3633": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3637": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.1, 0.14, 0.17, 0.2) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of these behav",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.1, 0.14, 0.17, 0.2) after the sharp drop, which deviates from the original trend, indicating a Nonlinear Pattern Anomaly. The combination of these behav"
+    },
+    "3641": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 13, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 13, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "3645": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 83 (0.28) and the sharp drop at index 84 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 83 (0.28) and the sharp drop at index 84 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "3649": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3653": {
+        "Thought": "The sequence exhibits a sudden flatline at index 33 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 33 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "3657": {
+        "Thought": "The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.\nActionID: 10"
+    },
+    "3661": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations, including a steep drop and recovery. This behavior suggests a nonlinear pattern that breaks the original trend and introduces irregularities.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values show a gradual increase, followed by a sharp decline and subsequent fluctuations, including a steep drop and recovery. This behavior suggests a nonlinear pattern that breaks the original trend and introduces irregularities.\nActionID: 14"
+    },
+    "3665": {
+        "Thought": "The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, particularly noticeable from around index 30 onward, where the values consistently increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3669": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.22 to -0.32. These patterns suggest a combination of sudden spikes and continuous segment anomalies, which are common in ECG data when abnormal heart activity occurs.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range, such as the segment around -1.22 to -0.32. These patterns suggest a combination of sudden spikes and continuous segment anomalies, which are common in ECG data when abnormal heart activity occurs.\nActionID: 12"
+    },
+    "3673": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "3677": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.36), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.36), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a gradual drift downward in the latter part (e.g"
+    },
+    "3681": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "3685": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.11) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "3689": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 33, the values abruptly transition into a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 33, the values abruptly transition into a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.\nActionID: 10"
+    },
+    "3693": {
+        "Thought": "The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregular transitions between positive and negative values, and the amplitude of the peaks and troughs does not follow a consistent pattern. This indicates a disruption in the original periodic pattern.",
+        "ActionID": 2,
+        "Action": "Periodic Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a periodic pattern with fluctuations in amplitude and a general cyclical behavior. However, there are disruptions in the periodicity and amplitude, such as the irregular transitions between positive and negative values, and the amplitude of the peaks and troughs does not follow a consistent pattern. This indicates a disruption in the original periodic pattern.\nActionID: 2"
+    },
+    "3697": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, there are segments of continuous deviation from the baseline, such as the sharp rise and fall around indices 39-43 and 96-100, which suggest Continuous Segment Anomalies. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or stable trend, indicating a Nonlinear Pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, there are segments of continuous deviation from the baseline, such as the sharp rise and fall around indices 39-43 and 96-100, which suggest Continuous Segment Anomalies. The overall pattern also shows nonlinear changes, particularly in the later part of the sequence, where the values deviate from the original linear or stable trend, indicating a Nonlinear Pattern"
+    },
+    "3701": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 90 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "3705": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1365.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3709": {
+        "Thought": "The time series exhibits a nonlinear pattern with fluctuations that deviate from a consistent trend. The values initially decrease, then show a sharp drop around index 15, followed by a recovery and oscillation. This behavior suggests a significant deviation from a linear or predictable pattern, indicating a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with fluctuations that deviate from a consistent trend. The values initially decrease, then show a sharp drop around index 15, followed by a recovery and oscillation. This behavior suggests a significant deviation from a linear or predictable pattern, indicating a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "3713": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 24, peaking at index 27, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 24, peaking at index 27, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "3717": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 11, 12, and 13) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 10, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 11, 12, and 13) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 10.\nActionID: 10"
+    },
+    "3721": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from approximately 10.0 and ending at 6.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from approximately 10.0 and ending at 6.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3725": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.02, 2.46, 2.92, 3.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 2.02, 2.46, 2.92, 3.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0.09 to -"
+    },
+    "3729": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 43, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 43, the sequence transitions into a flatline of zeros, indicating a sudden flatline anomaly. Following this, intermittent zeros appear sporadically, disrupting the normal pattern, indicating sparse anomalies. Additionally, there are segments of repeated values (e.g., 1.36 and 1.38) that deviate from the expected fluctuation pattern, indicating repeated value anomalies. These combined anomalies suggest a complex disruption in the time series.\nActionID: 10"
+    },
+    "3733": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are isolated spikes at indices 12 (2.36) and 13 (2.34), which significantly deviate from the surrounding values. These sporadic high values disrupt the otherwise flat pattern.\nActionID: 8"
+    },
+    "3737": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 2.11, 2.56, 2.92) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 2.11, 2.56, 2.92) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies could represent"
+    },
+    "3741": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 36, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3745": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3749": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 74 to 77, where the values plummet to -1.24, -1.5, -1.0, and -0.62, deviating drastically from the surrounding range. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3753": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected sensor readings, showing no clear anomalies.\nActionID: 0"
+    },
+    "3757": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 68, where the value drops sharply to -1.11 and then further to -1.41, followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 68, where the value drops sharply to -1.11 and then further to -1.41, followed by a recovery to the normal range. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+    },
+    "3761": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3765": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "3769": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 26, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3773": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1511.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 26, where the value decreases sharply from -1232.35 to -1511.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "3777": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 27, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range (approximately 3.0 to 3.5), but starting at index 27, there is a sudden and significant increase in values, peaking at 7.0. This is followed by a return to the original range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "3781": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28) followed by a sharp drop (-0.34, -0.58), which disrupts the normal fluctuation pattern. Additionally, there is a significant nonlinear pattern starting around index 85, where the values increase rapidly (e.g., 0.7, 1.0, 1.25, 1.42) and then decrease in a nonlinear manner. This indicates a combination of sudden spikes and nonlinear changes, which are characteristic of abnormal ECG patterns.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 11, there is a sudden spike (0.28) followed by a sharp drop (-0.34, -0.58), which disrupts the normal fluctuation pattern. Additionally, there is a significant nonlinear pattern starting around index 85, where the values increase rapidly (e.g., 0.7, 1.0, 1.25, 1.42) and then decrease in a nonlinear manner. This indicates a combination of sudden spikes and nonlinear changes, which are characteristic of abnormal ECG patterns.\nActionID: 14"
+    },
+    "3785": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3789": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.54, -1.7, -1.1, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a sudden and sharp disruption in the sequence. This pattern is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.54, -1.7, -1.1, and -0.72, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a sudden and sharp disruption in the sequence. This pattern is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "3793": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 5 (-1477.91), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "3797": {
+        "Thought": "The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values appear to follow a normal pattern for an environment-sensor domain, indicating no anomalies.\nActionID: 0"
+    },
+    "3801": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 3 (-1277.61), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 3 (-1277.61), which deviates sharply from the surrounding values. This isolated drop disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "3805": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, at index 41, there is an extreme outlier (-1.08), which is a Point Anomaly. Later, the sequence shows a gradual upward drift (e.g., from index 50 to 60), indicating a Drift Anomaly. Finally, the sequence stabilizes but exhibits repeated values (e",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18) followed by a sharp drop (-0.14, -0.34, -0.36). This indicates a Sudden Spike Anomaly. Additionally, at index 41, there is an extreme outlier (-1.08), which is a Point Anomaly. Later, the sequence shows a gradual upward drift (e.g., from index 50 to 60), indicating a Drift Anomaly. Finally, the sequence stabilizes but exhibits repeated values (e"
+    },
+    "3809": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 90,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index 90,"
+    },
+    "3813": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3817": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "3821": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.78 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.68 followed by a steep drop to -0.78 and -1.01, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "3825": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.38, 2.01, 2.49, 2.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.38, 2.01, 2.49, 2.96) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+    },
+    "3829": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier"
+    },
+    "3833": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 3 (value 1028.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 3 (value 1028.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3837": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to 8.2, deviating from the initial level and indicating a gradual drift away from the normal range. This behavior is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to 8.2, deviating from the initial level and indicating a gradual drift away from the normal range. This behavior is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "3841": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "3845": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3849": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 48, there is a significant upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 48, there is a significant upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a nonlinear growth pattern that deviates from the earlier stable trend. The sequence transitions into a steep upward trend, breaking the original linear or stable behavior.\nActionID: 14"
+    },
+    "3853": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.6, 2.52, 3.11, 3.61), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.12 to -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.6, 2.52, 3.11, 3.61), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.12 to -0"
+    },
+    "3857": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 3 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3861": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 0.98, 1.18, 1.38, 1.56, 1.76,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 0.98, 1.18, 1.38, 1.56, 1.76,"
+    },
+    "3865": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3869": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "3873": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 90, there is a sudden and extreme drop to -1.05 and -1.34, followed by a recovery. This abrupt and significant deviation from the expected range indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data as it may signify a significant cardiac event.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 90, there is a sudden and extreme drop to -1.05 and -1.34, followed by a recovery. This abrupt and significant deviation from the expected range indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data as it may signify a significant cardiac event.\nActionID: 12"
+    },
+    "3877": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08, 2",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08, 2"
+    },
+    "3881": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 1337.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 1337.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3885": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "3889": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "3893": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3897": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 6.9 and steadily increase, with some fluctuations, to around 8.2. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 6.9 and steadily increase, with some fluctuations, to around 8.2. This indicates a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "3901": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies such as spikes, flatlines, or abrupt changes in trend or distribution. This is consistent with a normal ECG sequence.\nActionID: 0"
+    },
+    "3905": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.34, -1.08). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 0.98, 1.08, 1.28, 1.48, 1.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.34, -1.08). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.82, 0.98, 1.08, 1.28, 1.48, 1."
+    },
+    "3909": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the sharp drop to -0.7 and -0.86, and later a spike to 0.23 and 0.43. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The irregularities suggest a combination of sudden spikes and potential pattern changes.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the sharp drop to -0.7 and -0.86, and later a spike to 0.23 and 0.43. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The irregularities suggest a combination of sudden spikes and potential pattern changes.\nActionID: 7"
+    },
+    "3913": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "3917": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 47 and 0.23 at index 56), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.24 at index 47 and 0.23 at index 56), abrupt changes in amplitude, and inconsistent fluctuations. These deviations disrupt the normal pattern of the sequence, indicating a combination of anomalies. However, the most prominent feature is the presence of sudden spikes that return to the normal range shortly after.\nActionID: 12"
+    },
+    "3921": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 20 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 20 (value 1307.0), which deviates sharply from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3925": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3929": {
+        "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "3933": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "3937": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "3941": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "3945": {
+        "Thought": "The sequence exhibits multiple anomalies. There are sudden flatlines of zeros (e.g., at indices 12-13 and 26-27), disrupting the normal fluctuations. Additionally, there are repeated values (e.g., 1.36 at indices 12-13 and 26-27) that deviate from the expected variability. These patterns indicate a combination of Sudden Flatline Anomaly and Repeated Value Anomaly. However, the dominant anomaly is the repeated values disrupting the sequence.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. There are sudden flatlines of zeros (e.g., at indices 12-13 and 26-27), disrupting the normal fluctuations. Additionally, there are repeated values (e.g., 1.36 at indices 12-13 and 26-27) that deviate from the expected variability. These patterns indicate a combination of Sudden Flatline Anomaly and Repeated Value Anomaly. However, the dominant anomaly is the repeated values disrupting the sequence.\nActionID: 9"
+    },
+    "3949": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.12, 0.12, 0.14,"
+    },
+    "3953": {
+        "Thought": "The sequence exhibits a sudden and significant deviation at index 3, where the value jumps to 0.24, which is much higher than the surrounding values that are all negative and within a similar range. This isolated spike disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant deviation at index 3, where the value jumps to 0.24, which is much higher than the surrounding values that are all negative and within a similar range. This isolated spike disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "3957": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3961": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.32, 1.68, 2.08, 2.36) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.32, 1.68, 2.08, 2.36) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also"
+    },
+    "3965": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12151.44) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "3969": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "3973": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "3977": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 14"
+    },
+    "3981": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "3985": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 47. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "3989": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.3, 2.01, 2.36, 2.56, 2.72), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.72, 1.3, 2.01, 2.36, 2.56, 2.72), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0"
+    },
+    "3993": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "3997": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74, 2.08) starting around index 90,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74, 2.08) starting around index 90,"
+    },
+    "4001": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08, 0.11), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08, 0.11), followed by a sharp drop to extreme negative values (e.g., -0.92, -1.04). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption"
+    },
+    "4005": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to extreme negative values (e.g., -1.42, -1.59). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.08), followed by a sharp drop to extreme negative values (e.g., -1.42, -1.59). This indicates a sudden spike anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline. The sharp drop and subsequent recovery suggest a nonlinear pattern anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal."
+    },
+    "4009": {
+        "Thought": "The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline starting at index 20, reaching a low of 3.16. After this, the sequence stabilizes into a fluctuating pattern around 3.0, with minor variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase in values, peaking around 5.2, followed by a sharp decline starting at index 20, reaching a low of 3.16. After this, the sequence stabilizes into a fluctuating pattern around 3.0, with minor variations. This indicates a significant change in the statistical properties, such as the mean and variance, at a specific point in the sequence. This abrupt shift suggests a Change Point Anomaly.\nActionID: 4"
+    },
+    "4013": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4017": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 20 (value 1535.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 20 (value 1535.37), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4021": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "4025": {
+        "Thought": "The time series exhibits a gradual upward drift in values, starting from around -8.3 and moving toward -6.8. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings. The drift is not abrupt but rather progressive, which is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual upward drift in values, starting from around -8.3 and moving toward -6.8. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings. The drift is not abrupt but rather progressive, which is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "4029": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.56, 0.88, 1.08, 1.48, 1.68, 1.96, 2.18) starting around index 96, which deviates from the"
+    },
+    "4033": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 19 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 19 (value 153.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4037": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4041": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26, 2.46), followed by a gradual downward drift (e.g., -0.05 to -0.34), indicating a Drift Anomaly. Additionally, the sequence shows non",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26, 2.46), followed by a gradual downward drift (e.g., -0.05 to -0.34), indicating a Drift Anomaly. Additionally, the sequence shows non"
+    },
+    "4045": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4049": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting at index 27, which disrupts the overall pattern. This indicates a significant change in the long-term trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting at index 27, which disrupts the overall pattern. This indicates a significant change in the long-term trajectory of the time series.\nActionID: 3"
+    },
+    "4053": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 59, there is a significant spike (0.72) followed by a sharp drop (-0.44 and -0.94), indicating sudden spikes and drops. Additionally, the sequence transitions into a nonlinear growth pattern toward the end, with values increasing exponentially (e.g., 0.9, 1.24, 1.44, 1.68). This combination of sudden spikes, drops",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Notably, at index 59, there is a significant spike (0.72) followed by a sharp drop (-0.44 and -0.94), indicating sudden spikes and drops. Additionally, the sequence transitions into a nonlinear growth pattern toward the end, with values increasing exponentially (e.g., 0.9, 1.24, 1.44, 1.68). This combination of sudden spikes, drops",
+        "ParseError": "unrecognized_action_id"
+    },
+    "4057": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4061": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.56 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.56 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations in amplitude, but the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "4065": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "4069": {
+        "Thought": "The time series initially exhibits a stable pattern with values fluctuating around 130-140. However, starting at index 27, there is a sudden and significant increase in values, peaking at 175.25, followed by a gradual decline and stabilization at a higher range (around 150-160). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with values fluctuating around 130-140. However, starting at index 27, there is a sudden and significant increase in values, peaking at 175.25, followed by a gradual decline and stabilization at a higher range (around 150-160). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.\nActionID: 4"
+    },
+    "4073": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal flatline pattern and introduces a new fluctuating pattern with negative values. This indicates a sudden change in the statistical properties of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal flatline pattern and introduces a new fluctuating pattern with negative values. This indicates a sudden change in the statistical properties of the sequence.\nActionID: 4"
+    },
+    "4077": {
+        "Thought": "The sequence exhibits a sudden and significant drop to 0.0 at index 37, which is an abrupt deviation from the surrounding values. This flatline behavior disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential recovery or shift in the statistical properties. The flatline at index 37 is the most prominent anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop to 0.0 at index 37, which is an abrupt deviation from the surrounding values. This flatline behavior disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with values that are lower than the initial range, indicating a potential recovery or shift in the statistical properties. The flatline at index 37 is the most prominent anomaly.\nActionID: 10"
+    },
+    "4081": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp drop to -1.2 and -1.46, and later a spike to 0.27 and 0.51. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp drop to -1.2 and -1.46, and later a spike to 0.27 and 0.51. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4085": {
+        "Thought": "The time series shows a sudden and significant increase in values starting at index 4, where the values jump from the range of approximately 30-35 to a much higher range (e.g., 43.8, 50.8, 53.8, 55.8, 57.8, etc.). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the sequence. After this segment, the values return to a more stable range, suggesting a temporary disruption. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a sudden and significant increase in values starting at index 4, where the values jump from the range of approximately 30-35 to a much higher range (e.g., 43.8, 50.8, 53.8, 55.8, 57.8, etc.). This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the sequence. After this segment, the values return to a more stable range, suggesting a temporary disruption. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4089": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4093": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -2452.35 to -2603.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 29, where the value decreases sharply from -2452.35 to -2603.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "4097": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 10, where the values transition from a relatively stable range to a sharp increase, peaking at index 13 (1.38), followed by a rapid decline and oscillation. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal pattern before returning to a more stable range. Additionally, the sharp rise and fall in the latter part of the sequence suggest a disruption in the ECG signal, which could be indicative of an abnormal event in the healthcare domain.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 10, where the values transition from a relatively stable range to a sharp increase, peaking at index 13 (1.38), followed by a rapid decline and oscillation. This behavior is indicative of a sudden spike anomaly, as the sequence temporarily deviates from its normal pattern before returning to a more stable range. Additionally, the sharp rise and fall in the latter part of the sequence suggest a disruption in the ECG signal, which could be indicative of an abnormal event in the healthcare domain.\nActionID: 12"
+    },
+    "4101": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 19 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4105": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting from index 39, the sequence transitions into a flatline of repeated values (1.36) with minimal variation, indicating a loss of normal fluctuations. This sudden flatline behavior is indicative of an anomaly in the sensor readings.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by fluctuations around a lower level. However, starting from index 39, the sequence transitions into a flatline of repeated values (1.36) with minimal variation, indicating a loss of normal fluctuations. This sudden flatline behavior is indicative of an anomaly in the sensor readings.\nActionID: 10"
+    },
+    "4109": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26), followed by a gradual downward drift (e.g., -0.09 to -0.52), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.3, 1.69, 2.01, 2.26), followed by a gradual downward drift (e.g., -0.09 to -0.52), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns,"
+    },
+    "4113": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4117": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.14 to 0.46 to -0.48 to -0.64). Later, there is a nonlinear pattern with rapid changes in amplitude (e.g., 0.14 to 0.46 to -0.48 to -0.64). These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values (e.g., from -0.02 to -0.14), followed by a sudden spike and drop (e.g., 0.14 to 0.46 to -0.48 to -0.64). Later, there is a nonlinear pattern with rapid changes in amplitude (e.g., 0.14 to 0.46 to -0.48 to -0.64). These disruptions indicate a combination of drift, sudden spikes, and nonlinear pattern anomalies, which are common in ECG signals when abnormal heart activity occurs."
+    },
+    "4121": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -0.79). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 90-93, where the sequence transitions from a relatively stable range to extreme values (e.g., 0.22, 0.56, -0.33, -0.79). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike or drop in the data. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the anomaly.\nActionID: 12"
+    },
+    "4125": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "4129": {
+        "Thought": "The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.33) amidst a majority of zeros, indicating occasional anomalous patterns in an otherwise flat sequence. These isolated spikes disrupt the normal behavior of the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains sporadic isolated high values (e.g., 12.36, 12.34, 12.32, 12.33) amidst a majority of zeros, indicating occasional anomalous patterns in an otherwise flat sequence. These isolated spikes disrupt the normal behavior of the time series.\nActionID: 8"
+    },
+    "4133": {
+        "Thought": "The time series exhibits multiple patterns of irregularities. Initially, there is a gradual increase in values, followed by a sudden drop around index 16, where the values deviate from the previous trend. This is followed by a recovery and another drop around index 30, where the values decrease significantly. Additionally, there are fluctuations in the latter part of the sequence, with values rising and falling irregularly. These disruptions indicate a significant change in the statistical properties and patterns of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple patterns of irregularities. Initially, there is a gradual increase in values, followed by a sudden drop around index 16, where the values deviate from the previous trend. This is followed by a recovery and another drop around index 30, where the values decrease significantly. Additionally, there are fluctuations in the latter part of the sequence, with values rising and falling irregularly. These disruptions indicate a significant change in the statistical properties and patterns of the sequence.\nActionID: 4"
+    },
+    "4137": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 16, there is a noticeable downward shift in the values, with a new lower range (approximately 28-33) being established. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 16, there is a noticeable downward shift in the values, with a new lower range (approximately 28-33) being established. This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4141": {
+        "Thought": "The time series exhibits a sudden and significant deviation in amplitude at multiple points, such as the sharp drop to -0.71 and -0.83 around index 74-75, and the spike to 1.06 and 1.21 around index 78-79. These extreme fluctuations disrupt the normal ECG pattern, indicating abnormal amplitude behavior. Additionally, the sequence does not return to a consistent baseline after these deviations, further supporting the presence of amplitude anomalies.",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at multiple points, such as the sharp drop to -0.71 and -0.83 around index 74-75, and the spike to 1.06 and 1.21 around index 78-79. These extreme fluctuations disrupt the normal ECG pattern, indicating abnormal amplitude behavior. Additionally, the sequence does not return to a consistent baseline after these deviations, further supporting the presence of amplitude anomalies.\nActionID: 6"
+    },
+    "4145": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 23, where the value shifts abruptly from -1233.37 to -1039.51, deviating from the surrounding trend. This indicates a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23, where the value shifts abruptly from -1233.37 to -1039.51, deviating from the surrounding trend. This indicates a sudden spike anomaly.\nActionID: 12"
+    },
+    "4149": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38), which disrupts the normal fluctuation pattern. Later, starting around index 72, there is a significant upward drift in values, peaking at index 77 (2.01), followed by a nonlinear pattern of fluctuations. This indicates a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG patterns.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38), which disrupts the normal fluctuation pattern. Later, starting around index 72, there is a significant upward drift in values, peaking at index 77 (2.01), followed by a nonlinear pattern of fluctuations. This indicates a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG patterns.\nActionID: 14"
+    },
+    "4153": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations. This indicates a gradual drift away from the initial level, followed by stabilization at a higher level, suggesting a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but then stabilizes with minor fluctuations. This indicates a gradual drift away from the initial level, followed by stabilization at a higher level, suggesting a Drift Anomaly.\nActionID: 11"
+    },
+    "4157": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual increase in values, followed by a sudden spike at index 19 (1437.67), which is an extreme outlier compared to the surrounding values. After this spike, the sequence drops sharply to a negative value (-12.11) at index 20, indicating a sudden and significant deviation. Additionally, the sequence shows irregular fluctuations and abrupt changes in amplitude, suggesting a combination of amplitude anomalies and sudden spikes. The most prominent anomaly is the sudden spike at index 19.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual increase in values, followed by a sudden spike at index 19 (1437.67), which is an extreme outlier compared to the surrounding values. After this spike, the sequence drops sharply to a negative value (-12.11) at index 20, indicating a sudden and significant deviation. Additionally, the sequence shows irregular fluctuations and abrupt changes in amplitude, suggesting a combination of amplitude anomalies and sudden spikes. The most prominent anomaly is the sudden spike at index 19.\nActionID: 12"
+    },
+    "4161": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4165": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 22 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 22 (value 153.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data. The sequence returns to a more typical range immediately after the spike.\nActionID: 12"
+    },
+    "4169": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.56, 3.08) starting around index 116, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.34, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.56, 3.08) starting around index 116, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "4173": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from relatively small fluctuations to extreme values such as 0.27, 0.65, -0.65, and -1.01. This abrupt spike and drop disrupt the normal pattern of the ECG signal, indicating a sudden and sharp anomaly. Such behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from relatively small fluctuations to extreme values such as 0.27, 0.65, -0.65, and -1.01. This abrupt spike and drop disrupt the normal pattern of the ECG signal, indicating a sudden and sharp anomaly. Such behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4177": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 43, there is a sharp and irregular increase in values, followed by a rapid decline and oscillation. This behavior suggests a nonlinear pattern that breaks the original trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a certain range, but starting from index 43, there is a sharp and irregular increase in values, followed by a rapid decline and oscillation. This behavior suggests a nonlinear pattern that breaks the original trend.\nActionID: 14"
+    },
+    "4181": {
+        "Thought": "The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations in traffic flow, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for traffic data, showing expected variability.\nActionID: 0"
+    },
+    "4185": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+    },
+    "4189": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 21 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 21 (value 1365.0), which is significantly higher than the surrounding values. This spike disrupts the normal fluctuation pattern and returns to a more typical range immediately after.\nActionID: 12"
+    },
+    "4193": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 1.96, 2.11, 2.36) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anom",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 1.96, 2.11, 2.36) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anom"
+    },
+    "4197": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 20 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 20 (value 1365.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4201": {
+        "Thought": "The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with no irregularities, sudden changes, or disruptions, following a predictable and smooth trajectory. This indicates a normal sequence.\nActionID: 0"
+    },
+    "4205": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for a normal ECG signal, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for a normal ECG signal, indicating no anomalies.\nActionID: 0"
+    },
+    "4209": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, from index 115 onward, the sequence shows a nonlinear growth pattern (e.g., 0.68, 1.5, 2.92, 4.09, 4.81), which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, from index 115 onward, the sequence shows a nonlinear growth pattern (e.g., 0.68, 1.5, 2.92, 4.09, 4.81), which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "4213": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "4217": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.26 and 0.46, and the drop to -0.68 and -1.21, which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden spikes and drops, such as the spike to 0.26 and 0.46, and the drop to -0.68 and -1.21, which deviate significantly from the surrounding values. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal.\nActionID: 12"
+    },
+    "4221": {
+        "Thought": "The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 30, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a stable pattern with minor fluctuations, but starting around index 30, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant change in the statistical properties of the sequence, such as mean and variance, suggesting a distributional shift.\nActionID: 5"
+    },
+    "4225": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.8) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay"
+    },
+    "4229": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 22, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 22, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "4233": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. The presence of",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) around index 50, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. The presence of"
+    },
+    "4237": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 74 (0.28) and the sharp drop at index 75 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 74 (0.28) and the sharp drop at index 75 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4241": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.61) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the exponential-like growth and subsequent irregular fluctuations.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.61) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change due to the exponential-like growth and subsequent irregular fluctuations.\nActionID:"
+    },
+    "4245": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.9, 3.6, 4.31) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with dis",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.9, 3.6, 4.31) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with dis"
+    },
+    "4249": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 24, where the value decreases sharply from -1233.5 to -1435.04, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "4253": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant deviation from the normal pattern, with values rapidly increasing and then decreasing, indicating a Continuous Segment Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 8 to 11, there is a sudden spike and drop in values, which is characteristic of a Sudden Spike Anomaly. Additionally, the segment from index 75 to 83 shows a significant deviation from the normal pattern, with values rapidly increasing and then decreasing, indicating a Continuous Segment Anomaly. These anomalies disrupt the normal ECG pattern, which typically exhibits periodic and consistent fluctuations.\nActionID: 12"
+    },
+    "4257": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-1.08), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-1.08), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4261": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4265": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4269": {
+        "Thought": "The sequence contains isolated anomalous patterns where the values deviate significantly from the surrounding data. For example, there are sudden drops to 0.0 (e.g., at index 11 and 17) and sporadic negative values (e.g., -1.0 at index 13 and -0.6 at index 14). These isolated deviations disrupt the otherwise consistent pattern of the time series.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence contains isolated anomalous patterns where the values deviate significantly from the surrounding data. For example, there are sudden drops to 0.0 (e.g., at index 11 and 17) and sporadic negative values (e.g., -1.0 at index 13 and -0.6 at index 14). These isolated deviations disrupt the otherwise consistent pattern of the time series.\nActionID: 8"
+    },
+    "4273": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 56 (value 50.28) and index 57 (value 53.8), which are much higher than the surrounding values that generally range between 30 and 36. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 56 (value 50.28) and index 57 (value 53.8), which are much higher than the surrounding values that generally range between 30 and 36. These spikes disrupt the normal fluctuation pattern and return to the normal range immediately after.\nActionID: 12"
+    },
+    "4277": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4281": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern with small fluctuations, but starting around index 80, there is a sudden and extreme deviation with a sharp drop to -0.97 and -1.23, followed by a rapid recovery. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable pattern afterward, further supporting this anomaly type.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern with small fluctuations, but starting around index 80, there is a sudden and extreme deviation with a sharp drop to -0.97 and -1.23, followed by a rapid recovery. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the sequence returns to a more stable pattern afterward, further supporting this anomaly type.\nActionID: 12"
+    },
+    "4285": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 22, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 22, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4289": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 40 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "4293": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 36, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, with nonlinear growth and irregular fluctuations. The sequence transitions into a nonlinear pattern, breaking the original trend.\nActionID: 14"
+    },
+    "4297": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4301": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -1800. This isolated drop is a clear anomaly.\nActionID: 1"
+    },
+    "4305": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 26, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, the sequence shows a gradual downward drift in values starting from index 26, indicating a drift anomaly. These anomalies disrupt the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "4309": {
+        "Thought": "The time series exhibits a gradual drift in values, particularly noticeable in the latter part of the sequence, where the values shift from a relatively stable range around -1.5 to a more negative range closer to -1.7. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual drift in values, particularly noticeable in the latter part of the sequence, where the values shift from a relatively stable range around -1.5 to a more negative range closer to -1.7. This indicates a gradual deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4313": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "4317": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 23), abrupt drops (e.g., -10.0 at index 24), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 125.0 at index 23), abrupt drops (e.g., -10.0 at index 24), and significant deviations from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations. The presence of these sporadic anomalies suggests a Sparse Anomaly.\nActionID: 8"
+    },
+    "4321": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4325": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (1165.0) from index 13 to 15, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "4329": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 30, the sequence stabilizes into a flatline with minimal fluctuations, indicating a loss of normal variability. This sudden transition to a flatline suggests a system anomaly where the machine's behavior becomes static and repetitive.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and a subsequent downward trend. However, starting around index 30, the sequence stabilizes into a flatline with minimal fluctuations, indicating a loss of normal variability. This sudden transition to a flatline suggests a system anomaly where the machine's behavior becomes static and repetitive.\nActionID: 10"
+    },
+    "4333": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.48, 1.68, 1.96, 2.28) starting around index 100, which deviates from",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.86, 1.08, 1.48, 1.68, 1.96, 2.28) starting around index 100, which deviates from"
+    },
+    "4337": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "4341": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "4345": {
+        "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable in the latter part of the series, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4349": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4353": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4357": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 100",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index 100"
+    },
+    "4361": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.86, 1.08, 1.32) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anom"
+    },
+    "4365": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4369": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate a disruption in the normal rhythm. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "4373": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 72, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4377": {
+        "Thought": "The time series exhibits a repeating pattern where the values initially decrease, then increase, and then repeat the cycle. However, there are noticeable disruptions in the pattern, such as the segment where the values drop sharply (e.g., from 0.24 to 0.07) and the segment where the values rise sharply (e.g., from 0.07 to 0.24). These disruptions indicate a deviation from the expected periodic behavior, suggesting a pattern change.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a repeating pattern where the values initially decrease, then increase, and then repeat the cycle. However, there are noticeable disruptions in the pattern, such as the segment where the values drop sharply (e.g., from 0.24 to 0.07) and the segment where the values rise sharply (e.g., from 0.07 to 0.24). These disruptions indicate a deviation from the expected periodic behavior, suggesting a pattern change.\nActionID: 7"
+    },
+    "4381": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a steep drop to -1.08 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.48), followed by a steep drop to -1.08 at index 93. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4385": {
+        "Thought": "The sequence exhibits sporadic isolated high values (e.g., 2.0, 3.0, 4.0) amidst a predominantly low or zero baseline, indicating occasional anomalous patterns that do not follow a consistent trend or pattern. These isolated anomalies appear intermittently throughout the sequence.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits sporadic isolated high values (e.g., 2.0, 3.0, 4.0) amidst a predominantly low or zero baseline, indicating occasional anomalous patterns that do not follow a consistent trend or pattern. These isolated anomalies appear intermittently throughout the sequence.\nActionID: 8"
+    },
+    "4389": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 51, there is a significant spike (0.62) followed by a sharp drop (-0.48 and -1.24), indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 60 to 80), followed by a downward drift (e.g., from index 90 to 100), suggesting a drift anomaly. The nonlinear",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values, followed by a sharp drop and erratic behavior. At index 51, there is a significant spike (0.62) followed by a sharp drop (-0.48 and -1.24), indicating a sudden spike anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 60 to 80), followed by a downward drift (e.g., from index 90 to 100), suggesting a drift anomaly. The nonlinear"
+    },
+    "4393": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 49. This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a prolonged segment of negative values with a gradual downward drift, suggesting a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "4397": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 19, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.0, -0.77, etc.), followed by a recovery to a more stable range. This abrupt change in statistical properties, particularly the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 19, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.0, -0.77, etc.), followed by a recovery to a more stable range. This abrupt change in statistical properties, particularly the mean and variance, indicates a clear disruption in the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4401": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.84, 1.08, 1.32, 1.56, 1.84, 2.08, 2.36)",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.84, 1.08, 1.32, 1.56, 1.84, 2.08, 2.36)"
+    },
+    "4405": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+    },
+    "4409": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 50 to 60) and then a downward drift (e.g., from index 90 to 100), which suggests Drift Anomalies. The presence of these distinct patterns indicates a combination of anomalies.\nAction",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.38) followed by a sharp drop (-0.38, -1.04). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift (e.g., from index 50 to 60) and then a downward drift (e.g., from index 90 to 100), which suggests Drift Anomalies. The presence of these distinct patterns indicates a combination of anomalies.\nAction"
+    },
+    "4413": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 43 to 47, where the sequence transitions from a relatively stable range to extreme negative values (-1.0, -1.29, -0.99, -0.69, -0.51). This abrupt deviation from the surrounding pattern indicates a sudden spike anomaly. Additionally, the sequence later returns to a more stable range, suggesting a temporary disruption. This type of anomaly is often observed in ECG data due to sudden electrical disturbances or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 43 to 47, where the sequence transitions from a relatively stable range to extreme negative values (-1.0, -1.29, -0.99, -0.69, -0.51). This abrupt deviation from the surrounding pattern indicates a sudden spike anomaly. Additionally, the sequence later returns to a more stable range, suggesting a temporary disruption. This type of anomaly is often observed in ECG data due to sudden electrical disturbances or artifacts.\nActionID: 12"
+    },
+    "4417": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 40, indicating a significant change in the long-term trajectory. This is followed by a nonlinear growth pattern, particularly in the later part of the sequence, where the values increase exponentially. This behavior suggests a combination of a trend change and nonlinear pattern anomaly. However, the dominant anomaly is the nonlinear growth pattern in the latter part of the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting around index 40, indicating a significant change in the long-term trajectory. This is followed by a nonlinear growth pattern, particularly in the later part of the sequence, where the values increase exponentially. This behavior suggests a combination of a trend change and nonlinear pattern anomaly. However, the dominant anomaly is the nonlinear growth pattern in the latter part of the sequence.\nActionID: 14"
+    },
+    "4421": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08, 2.36)",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.42, 0.66, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08, 2.36)"
+    },
+    "4425": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 24, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 24, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4429": {
+        "Thought": "The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "4433": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.06, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.06, 1.42, 1.68, 1.96, 2.28) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly"
+    },
+    "4437": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 32, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 32, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4441": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4445": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "4449": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there are sudden spikes and drops, such as the spike to 0.21 and 0.46, and the drop to -0.33 and -0.51, which disrupt the sequence temporarily. These sudden deviations from the expected pattern indicate the presence of sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a flatline behavior around zero, and then transitions into small fluctuations. However, there are sudden spikes and drops, such as the spike to 0.21 and 0.46, and the drop to -0.33 and -0.51, which disrupt the sequence temporarily. These sudden deviations from the expected pattern indicate the presence of sudden spikes and drops.\nActionID: 12"
+    },
+    "4453": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "4457": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4461": {
+        "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.\nActionID: 0"
+    },
+    "4465": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original baseline, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "4469": {
+        "Thought": "The sequence exhibits a sudden and significant drop in values starting at index 51, where the values decrease from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop in values starting at index 51, where the values decrease from the range of approximately 130-140 to a much lower range of approximately 110-120. This abrupt change in the statistical properties, such as the mean and variance, indicates a shift in the behavior of the time series.\nActionID: 4"
+    },
+    "4473": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.92, 2.21, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "4477": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 33, peaking at index 37, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 33, peaking at index 37, and then returning to a downward trend. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4481": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting from index 50, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting from index 50, there is a gradual and consistent downward drift in the values, deviating from the earlier stable pattern. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4485": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38), which disrupts the normal fluctuation pattern. Later, starting around index 72, there is a significant upward drift in values, peaking at index 77 (2.01), followed by a nonlinear pattern of fluctuations. This indicates a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG patterns.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) followed by a sharp drop at index 8 (-0.38), which disrupts the normal fluctuation pattern. Later, starting around index 72, there is a significant upward drift in values, peaking at index 77 (2.01), followed by a nonlinear pattern of fluctuations. This indicates a combination of sudden spikes, drift, and nonlinear changes, which are characteristic of abnormal ECG patterns.\nActionID: 14"
+    },
+    "4489": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4493": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 27, there is a noticeable shift in the statistical properties, with the values becoming more variable and exhibiting a different range and distribution. This indicates a significant change in the statistical characteristics of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by fluctuations around a stable range. However, starting at index 27, there is a noticeable shift in the statistical properties, with the values becoming more variable and exhibiting a different range and distribution. This indicates a significant change in the statistical characteristics of the sequence.\nActionID: 4"
+    },
+    "4497": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 29, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 29, where the value plunges to -1251.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4501": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 33. This is indicative of a Sudden Spike Anomaly. Additionally, at index 92, there is a significant and abrupt increase in amplitude, peaking at 1.21, which is another Sudden Spike Anomaly. The sequence then transitions into a prolonged negative trend with a gradual downward drift, indicating a Drift Anomaly. Finally, the sequence stabilizes into a flatline around index 110,",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 26, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 33. This is indicative of a Sudden Spike Anomaly. Additionally, at index 92, there is a significant and abrupt increase in amplitude, peaking at 1.21, which is another Sudden Spike Anomaly. The sequence then transitions into a prolonged negative trend with a gradual downward drift, indicating a Drift Anomaly. Finally, the sequence stabilizes into a flatline around index 110,"
+    },
+    "4505": {
+        "Thought": "The sequence exhibits a sudden flatline at index 47 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 47 with a value of 0.0, which is an abrupt and significant deviation from the surrounding values. This flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "4509": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize at a lower level, indicating a potential drift or a change in the long-term trend. This suggests a significant shift in the overall trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, after the peak, the values stabilize at a lower level, indicating a potential drift or a change in the long-term trend. This suggests a significant shift in the overall trajectory of the time series.\nActionID: 3"
+    },
+    "4513": {
+        "Thought": "The sequence initially exhibits a gradual upward drift in values, peaking around 0.14, followed by a sudden drop to 0.06 and then a return to a lower range. This indicates a temporary disruption in the sequence, likely caused by a sudden spike or drop in the Server-IOPS data. The values then stabilize and resume a smoother trend. The anomaly is characterized by the sudden spike and drop.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual upward drift in values, peaking around 0.14, followed by a sudden drop to 0.06 and then a return to a lower range. This indicates a temporary disruption in the sequence, likely caused by a sudden spike or drop in the Server-IOPS data. The values then stabilize and resume a smoother trend. The anomaly is characterized by the sudden spike and drop.\nActionID: 12"
+    },
+    "4517": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4521": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4525": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11651.44) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11651.44) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "4529": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4533": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "4537": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a nonlinear pattern. However, the sequence stabilizes into a fluctuating pattern with no significant disruptions or irregularities. The overall behavior does not deviate from a normal machine-system operation.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a peak and subsequent decline, which could indicate a nonlinear pattern. However, the sequence stabilizes into a fluctuating pattern with no significant disruptions or irregularities. The overall behavior does not deviate from a normal machine-system operation.\nActionID: 0"
+    },
+    "4541": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.04 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4545": {
+        "Thought": "The time series exhibits a sudden and significant deviation in amplitude at multiple points, such as the spike to 0.66 and subsequent drop to -0.43, -0.5, and -0.52. These abrupt changes disrupt the normal fluctuation pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity. Additionally, the sequence returns to a more stable range after these events, further confirming the transient nature of the anomalies.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at multiple points, such as the spike to 0.66 and subsequent drop to -0.43, -0.5, and -0.52. These abrupt changes disrupt the normal fluctuation pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity. Additionally, the sequence returns to a more stable range after these events, further confirming the transient nature of the anomalies.\nActionID: 12"
+    },
+    "4549": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4553": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern"
+    },
+    "4557": {
+        "Thought": "The sequence initially exhibits normal fluctuations within a stable range (approximately 30-36), but starting at index 16, there is a sudden and significant increase in values, peaking at 55.56. This is followed by a sharp drop and a new stable range (approximately 26-30). The abrupt spike at index 16 and subsequent drop indicate a sudden disruption in the sequence, likely caused by an anomaly in the Server-IOPS behavior. This is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits normal fluctuations within a stable range (approximately 30-36), but starting at index 16, there is a sudden and significant increase in values, peaking at 55.56. This is followed by a sharp drop and a new stable range (approximately 26-30). The abrupt spike at index 16 and subsequent drop indicate a sudden disruption in the sequence, likely caused by an anomaly in the Server-IOPS behavior. This is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "4561": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4565": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier"
+    },
+    "4569": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.52). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.42, 1.68, 1.96, 2.28) starting around index"
+    },
+    "4573": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4577": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4581": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a sharp upward trend, followed by a peak and subsequent fluctuations. This behavior indicates a nonlinear pattern that breaks the original linear rule.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values decrease steadily, then transition into a sharp upward trend, followed by a peak and subsequent fluctuations. This behavior indicates a nonlinear pattern that breaks the original linear rule.\nActionID: 14"
+    },
+    "4585": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "4589": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.\nActionID: 0"
+    },
+    "4593": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-1237.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-1237.98) deviates sharply from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4597": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 20 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4601": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.59, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.59, -1.01) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.22 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "4605": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values stabilize at a lower level, indicating a potential drift or change in the overall trend. This suggests a gradual deviation from the original pattern.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values stabilize at a lower level, indicating a potential drift or change in the overall trend. This suggests a gradual deviation from the original pattern.\nActionID: 11"
+    },
+    "4609": {
+        "Thought": "The sequence exhibits intermittent repeated values (e.g., 0.062, 0.064) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits intermittent repeated values (e.g., 0.062, 0.064) that disrupt the normal fluctuation pattern. These repeated values appear frequently and are not part of a consistent periodic pattern, indicating an anomaly.\nActionID: 9"
+    },
+    "4613": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from -1232.35 to -1435.21, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "4617": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.42, -0.68), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.62, 0.92, 1.1, 1.36, 1.56, 1.72), followed by a return to a lower range, indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase in values",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.42, -0.68), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.62, 0.92, 1.1, 1.36, 1.56, 1.72), followed by a return to a lower range, indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth patterns in certain segments, such as the exponential-like increase in values"
+    },
+    "4621": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values remain within a consistent range, and there are no abrupt changes, spikes, or disruptions in the pattern. This indicates a normal utilization trend in the IoT domain.\nActionID: 0"
+    },
+    "4625": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 20, the values begin to rise again, deviating from the earlier pattern of symmetry. This indicates a disruption in the original pattern, suggesting a nonlinear change in the sequence.\nActionID: 14"
+    },
+    "4629": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 30, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 30, there is a gradual downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4633": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.39, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+    },
+    "4637": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 37-43), but starting at index 41, there is a sudden and significant increase in values, peaking at 59.25. This is followed by a gradual decline and stabilization at a lower range (approximately 33-37). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 37-43), but starting at index 41, there is a sudden and significant increase in values, peaking at 59.25. This is followed by a gradual decline and stabilization at a lower range (approximately 33-37). The abrupt spike and subsequent return to a lower range indicate a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4641": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.96, 3.28, 4.06) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.96, 3.28, 4.06) around index 87, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The sequence also shows a gradual drift"
+    },
+    "4645": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4649": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.51, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden and extreme drop to -1.27 and -1.51, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 90, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "4653": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "4657": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a sudden and significant drop in values, reaching as low as 0.06. This abrupt change in the statistical properties, particularly the mean and variance, indicates a shift in the behavior of the time series. After this drop, the sequence gradually returns to a more stable pattern, but the abrupt change at index 10 is the key anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0, but starting at index 10, there is a sudden and significant drop in values, reaching as low as 0.06. This abrupt change in the statistical properties, particularly the mean and variance, indicates a shift in the behavior of the time series. After this drop, the sequence gradually returns to a more stable pattern, but the abrupt change at index 10 is the key anomaly.\nActionID: 4"
+    },
+    "4661": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 4 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 4 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4665": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.64, 1.0, 1.36, 1.68, 1.92, 2.08) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and decay, breaking the original linear or stable trend. These combined behaviors suggest a",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.3), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.64, 1.0, 1.36, 1.68, 1.92, 2.08) that deviates from the earlier range, indicating a drift anomaly. Additionally, the sequence transitions into a nonlinear pattern with exponential-like growth and decay, breaking the original linear or stable trend. These combined behaviors suggest a"
+    },
+    "4669": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.9, 3.61, 4.81) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in E"
+    },
+    "4673": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 22 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4677": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "4681": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 83 to 86, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4685": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a stable range, but starting from index 36, there is a sharp and nonlinear increase in values, followed by a nonlinear decrease. This behavior deviates from any consistent linear or periodic pattern, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate around a stable range, but starting from index 36, there is a sharp and nonlinear increase in values, followed by a nonlinear decrease. This behavior deviates from any consistent linear or periodic pattern, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4689": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal pattern, suggesting a Continuous Segment Anomaly. Later, starting at index 87, there is a significant upward drift in values, followed by a nonlinear growth pattern, indicating a Drift Anomaly and Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 39. This is indicative of a Sudden Spike Anomaly. Additionally, the segment from index 39 to 45 shows a continuous deviation from the normal pattern, suggesting a Continuous Segment Anomaly. Later, starting at index 87, there is a significant upward drift in values, followed by a nonlinear growth pattern, indicating a Drift Anomaly and Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal"
+    },
+    "4693": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "4697": {
+        "Thought": "The time series exhibits a sudden and significant deviation in amplitude at index 96, where the value spikes to 0.68, followed by a sharp drop to -0.58 and -0.78. This behavior is indicative of a sudden spike anomaly, as the values deviate drastically from the surrounding data and then return to a more typical range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in amplitude at index 96, where the value spikes to 0.68, followed by a sharp drop to -0.58 and -0.78. This behavior is indicative of a sudden spike anomaly, as the values deviate drastically from the surrounding data and then return to a more typical range. Such anomalies in ECG data could represent irregular heart activity or noise in the signal.\nActionID: 12"
+    },
+    "4701": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to a new pattern of negative values with a gradual downward trend. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, suggesting a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to a new pattern of negative values with a gradual downward trend. This indicates a significant change in the statistical properties of the sequence, such as the mean and variance, suggesting a Change Point Anomaly.\nActionID: 4"
+    },
+    "4705": {
+        "Thought": "The time series initially fluctuates around a stable range, but starting from index 32, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range, but starting from index 32, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4709": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.08, -1.21). This indicates a sudden spike anomaly. Additionally, the sequence later transitions into a gradual upward",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.08, -1.21). This indicates a sudden spike anomaly. Additionally, the sequence later transitions into a gradual upward"
+    },
+    "4713": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.38). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.52, 0.72, 0.88, 1.08, 1.38, 1.56, 1.76, 2.08) starting around index"
+    },
+    "4717": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal behavior for the given domain (Server-YAHOO).\nActionID: 0"
+    },
+    "4721": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.7, 3.4, 3.92) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.6, 2.7, 3.4, 3.92) starting around index 100, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with"
+    },
+    "4725": {
+        "Thought": "The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual linear decrease, followed by a reversal into a gradual linear increase, and then stabilizes with minor fluctuations. This indicates a nonlinear change in the pattern, deviating from the original linear trend.\nActionID: 14"
+    },
+    "4729": {
+        "Thought": "The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 50, there is a sudden flatline of zeros, followed by a segment of repeated values (1.36) and intermittent zeros. This disrupts the normal fluctuation pattern. Additionally, there are sporadic high values (e.g., 1.36, 1.38, 1.37) that deviate from the expected range, indicating sparse anomalies. The combination of these behaviors suggests a mix of Sudden Flatline Anomaly, Repeated Value Anomaly, and Sparse Anomaly. However, the dominant anomaly is",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. Initially, the values fluctuate within a normal range, but starting at index 50, there is a sudden flatline of zeros, followed by a segment of repeated values (1.36) and intermittent zeros. This disrupts the normal fluctuation pattern. Additionally, there are sporadic high values (e.g., 1.36, 1.38, 1.37) that deviate from the expected range, indicating sparse anomalies. The combination of these behaviors suggests a mix of Sudden Flatline Anomaly, Repeated Value Anomaly, and Sparse Anomaly. However, the dominant anomaly is"
+    },
+    "4733": {
+        "Thought": "The sequence exhibits a sudden flatline at index 59 with a value of 0.0, which is a significant deviation from the surrounding values that range between approximately 6.8 and 8.8. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 59 with a value of 0.0, which is a significant deviation from the surrounding values that range between approximately 6.8 and 8.8. This abrupt transition to a flatline disrupts the normal fluctuations of the time series.\nActionID: 10"
+    },
+    "4737": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 72 to 75, where the values plummet to -1.24, -1.59, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "4741": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08) starting",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.52, 1.76, 2.08) starting"
+    },
+    "4745": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 40.91), which deviates sharply from the surrounding values that generally range between 28 and 34. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 40.91), which deviates sharply from the surrounding values that generally range between 28 and 34. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4749": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, -0.13). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., from index 60 onward, values decrease stead",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, -0.13). This is indicative of a Sudden Spike Anomaly. Additionally, at index 51, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. The sequence then stabilizes but shows a gradual drift downward (e.g., from index 60 onward, values decrease stead"
+    },
+    "4753": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4757": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, which is characteristic of a Sudden Spike Anomaly. Additionally, there are segments of continuous deviation from the normal pattern, such as the sharp rise and fall around index 33-37 and the nonlinear growth and decay patterns later in the sequence. These disruptions indicate a combination of Sudden Spike Anomaly and Continuous Segment Anomaly. However, the most prominent anomaly is the sudden spike and drop, which dominates the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift in values, followed by a sudden spike and drop around index 33-37, which is characteristic of a Sudden Spike Anomaly. Additionally, there are segments of continuous deviation from the normal pattern, such as the sharp rise and fall around index 33-37 and the nonlinear growth and decay patterns later in the sequence. These disruptions indicate a combination of Sudden Spike Anomaly and Continuous Segment Anomaly. However, the most prominent anomaly is the sudden spike and drop, which dominates the sequence.\nActionID: 12"
+    },
+    "4761": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4765": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 23 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 23 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4769": {
+        "Thought": "The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, there is a sudden and extreme drop to -11.0, followed by a rapid recovery to -1.0 and then a sharp increase to 10.0 and beyond. This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual upward trend, followed by a peak and subsequent decline, which is consistent with a normal fluctuation. However, starting at index 49, there is a sudden and extreme drop to -11.0, followed by a rapid recovery to -1.0 and then a sharp increase to 10.0 and beyond. This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly.\nActionID: 12"
+    },
+    "4773": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4777": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (11642.42) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (11642.42) from index 5 to 7, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "4781": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.7 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -0.7 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4785": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 22, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 22, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4789": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 23 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4793": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.02, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.02, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "4797": {
+        "Thought": "The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, after the peak, the sequence exhibits a nonlinear pattern with fluctuations and irregularities, deviating from the original linear or smooth trend. This indicates a significant change in the behavior of the system, likely due to a nonlinear process.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual increase, followed by a peak and subsequent decline, which is consistent with a normal trend. However, after the peak, the sequence exhibits a nonlinear pattern with fluctuations and irregularities, deviating from the original linear or smooth trend. This indicates a significant change in the behavior of the system, likely due to a nonlinear process.\nActionID: 14"
+    },
+    "4801": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4805": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 19 (value 1375.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 19 (value 1375.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4809": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.96, 2.42, 2.96) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 1.96, 2.42, 2.96) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "4813": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 64, where the values drop sharply to a much lower range (e.g., -0.24, -0.33, -0.36, -0.42) compared to the preceding values. This is followed by a recovery and a gradual upward drift, indicating a disruption in the normal ECG pattern. The sharp drop and subsequent recovery suggest a Continuous Segment Anomaly.",
+        "ActionID": 13,
+        "Action": "Continuous Segment Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 64, where the values drop sharply to a much lower range (e.g., -0.24, -0.33, -0.36, -0.42) compared to the preceding values. This is followed by a recovery and a gradual upward drift, indicating a disruption in the normal ECG pattern. The sharp drop and subsequent recovery suggest a Continuous Segment Anomaly.\nActionID: 13"
+    },
+    "4817": {
+        "Thought": "The value 50.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 52 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "4821": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4825": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 2.11, 2.56, 2.92) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.3, 2.11, 2.56, 2.92) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "4829": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "4833": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 15, where the value (-1255.98) deviates sharply from the surrounding values, which are in the range of approximately -1400 to -1000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15, where the value (-1255.98) deviates sharply from the surrounding values, which are in the range of approximately -1400 to -1000. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "4837": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.36, 1.56, 1.74) starting around index 96, which deviates from the earlier"
+    },
+    "4841": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.49, 0.58) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.49, 0.58) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+    },
+    "4845": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "4849": {
+        "Thought": "The time series exhibits a nonlinear pattern with a sudden and significant deviation from the original trend. Initially, the values increase steadily, then drop sharply, followed by a recovery and another sharp drop. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with a sudden and significant deviation from the original trend. Initially, the values increase steadily, then drop sharply, followed by a recovery and another sharp drop. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4853": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.0 and steadily decrease, with no return to the original range, indicating a deviation from the normal level of fluctuation. This suggests a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "4857": {
+        "Thought": "The time series exhibits a sudden and extreme deviation in values around indices 66 to 70, where the values spike to 0.25, 0.66, -0.69, -1.3, and -1.12, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. This type of anomaly is often observed in ECG data due to transient events such as noise or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation in values around indices 66 to 70, where the values spike to 0.25, 0.66, -0.69, -1.3, and -1.12, followed by a return to the normal range. This behavior is characteristic of a sudden spike anomaly, as the values deviate significantly from the surrounding data and then return to the expected range. This type of anomaly is often observed in ECG data due to transient events such as noise or artifacts.\nActionID: 12"
+    },
+    "4861": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 24, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.24, 0.31, 0.41, 0.51, 0.61) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 24, there is a sudden spike (0.22) followed by a sharp drop (-0.22, -0.58, -0.64). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.24, 0.31, 0.41, 0.51, 0.61) starting around index 90, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "4865": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.31) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.44 to -1.2), followed by a gradual recovery. Later, there is a significant upward drift (e.g., 0.1 to 4.31) and subsequent nonlinear fluctuations, including exponential-like growth and decay. These patterns indicate a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly, which are common in ECG signals when abnormal heart activity occurs. The most prominent anomaly is the nonlinear pattern caused by the exponential-like growth and decay"
+    },
+    "4869": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 5 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 5 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "4873": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden shifts in the statistical properties, such as abrupt changes in mean and variance at various points. For example, there is a noticeable drop in values around index 16-19, followed by a recovery and subsequent fluctuations. These abrupt changes in statistical properties suggest a significant disruption in the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden shifts in the statistical properties, such as abrupt changes in mean and variance at various points. For example, there is a noticeable drop in values around index 16-19, followed by a recovery and subsequent fluctuations. These abrupt changes in statistical properties suggest a significant disruption in the sequence.\nActionID: 4"
+    },
+    "4877": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but there are sporadic isolated high values (e.g., 14.06, 13.84, 13.68, 13.62) that appear intermittently, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but there are sporadic isolated high values (e.g., 14.06, 13.84, 13.68, 13.62) that appear intermittently, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.\nActionID: 8"
+    },
+    "4881": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 29, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.74, 1.9, 3.61, 4.81) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "4885": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.78), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "4889": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a consistent deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4893": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4897": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4901": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (-0.62) followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.21, 0.24,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 55, there is a significant outlier (-0.62) followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.21, 0.24,"
+    },
+    "4905": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 20, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 5.0 to 5.5), but starting at index 20, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 4.0 to 4.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "4909": {
+        "Thought": "The sequence exhibits a sudden and significant increase in values starting at index 52, where the values jump from the range of approximately 3.0 to 3.5 to much higher values (e.g., 5.0, 5.5, 5.75, 6.0, 6.25). This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly in the statistical properties of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant increase in values starting at index 52, where the values jump from the range of approximately 3.0 to 3.5 to much higher values (e.g., 5.0, 5.5, 5.75, 6.0, 6.25). This abrupt change disrupts the normal fluctuation pattern and indicates a potential anomaly in the statistical properties of the sequence.\nActionID: 4"
+    },
+    "4913": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.18 and -1.51. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around a near-zero value. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.46, followed by a steep drop to -1.18 and -1.51. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "4917": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.29, followed by a further drop to -1.59, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 90, there is a gradual and consistent upward drift in values, peaking at 2.22, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 90-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 22, there is a sudden and extreme drop to -1.29, followed by a further drop to -1.59, which significantly deviates from the surrounding values, indicating a Sudden Spike Anomaly. Additionally, starting from index 90, there is a gradual and consistent upward drift in values, peaking at 2.22, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 90-100, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern."
+    },
+    "4921": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 100, which deviates from the earlier trend, indicating a",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 34, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.66, 1.0, 1.36, 1.68, 1.96, 2.12) starting around index 100, which deviates from the earlier trend, indicating a"
+    },
+    "4925": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.06, -1.21) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.22, -1.52, -1.06, -1.21) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "4929": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "4933": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the expected symmetric behavior of the sequence.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the earlier pattern of decline. This indicates a disruption in the expected symmetric behavior of the sequence.\nActionID: 7"
+    },
+    "4937": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes and nonlinear pattern changes, which are characteristic of abnormal ECG signals.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.31), followed by a recovery to a stable pattern. Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent decrease, deviating from the original pattern. This indicates a combination of sudden spikes and nonlinear pattern changes, which are characteristic of abnormal ECG signals.\nActionID: 14"
+    },
+    "4941": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 15, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 15, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1500 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "4945": {
+        "Thought": "The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there is a sudden spike and drop, with values deviating significantly from the flatline, suggesting a disruption in the normal pattern. The flatline behavior is the most prominent anomaly in this sequence.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a decreasing trend, followed by a flatline behavior starting around index 16, where the values stabilize near zero with minimal fluctuations. This flatline persists for a significant duration, indicating a loss of normal ECG fluctuations. Toward the end of the sequence, there is a sudden spike and drop, with values deviating significantly from the flatline, suggesting a disruption in the normal pattern. The flatline behavior is the most prominent anomaly in this sequence.\nActionID: 10"
+    },
+    "4949": {
+        "Thought": "The sequence initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range, but starting from index 40, there is a gradual and consistent downward drift in the values, deviating from the earlier level. This indicates a gradual shift away from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "4953": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4957": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant and abrupt downward shift in values, followed by a rapid and nonlinear decline. This indicates a sudden and extreme deviation from the previous pattern, suggesting a nonlinear change in the sequence. The sequence does not return to its original range, further confirming the presence of a nonlinear anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 50, there is a significant and abrupt downward shift in values, followed by a rapid and nonlinear decline. This indicates a sudden and extreme deviation from the previous pattern, suggesting a nonlinear change in the sequence. The sequence does not return to its original range, further confirming the presence of a nonlinear anomaly.\nActionID: 14"
+    },
+    "4961": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.21) and a subsequent sharp drop to -0.71 at index 93, followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a significant anomaly. Such behavior is often observed in ECG signals during abnormal cardiac events.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden spike at index 91 (value 0.21) and a subsequent sharp drop to -0.71 at index 93, followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a significant anomaly. Such behavior is often observed in ECG signals during abnormal cardiac events.\nActionID: 12"
+    },
+    "4965": {
+        "Thought": "The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations within a certain range, but there is no clear evidence of a single point anomaly, sudden spike, flatline, or abrupt change in trend, distribution, or pattern. The sequence appears to follow a consistent pattern of variation without any significant deviations or disruptions. Therefore, it does not exhibit any of the defined anomaly types.\nActionID: 0"
+    },
+    "4969": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The sharp spike and drop are characteristic of sudden disruptions in the signal, which could indicate anomalies in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregularities, such as a sharp spike at index 96 (0.28) and a subsequent drop to -0.41, followed by a recovery. These abrupt changes disrupt the normal pattern and indicate significant deviations from the expected ECG behavior. The sharp spike and drop are characteristic of sudden disruptions in the signal, which could indicate anomalies in the ECG signal.\nActionID: 12"
+    },
+    "4973": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.11), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.18 to 2.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64 to -1.11), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.18 to 2.11) followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Continuous Segment Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "4977": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, where the values increase significantly and stabilize at a higher level. This indicates a sudden change in the long-term trend of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, where the values increase significantly and stabilize at a higher level. This indicates a sudden change in the long-term trend of the sequence.\nActionID: 3"
+    },
+    "4981": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.46) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 90, there is a sudden and extreme deviation with a sharp spike (0.28, 0.46) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the expected pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "4985": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "4989": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 74, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.52, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 12"
+    },
+    "4993": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.01, -0.02). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden and extreme deviations from the baseline pattern are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.12, 0.09, 0.11), followed by a sharp drop to negative values (e.g., -0.01, -0.02). This indicates a sudden spike anomaly. Additionally, at index 72, there is an extreme spike (0.52) followed by a sharp drop to -0.48 and -0.66, which further disrupts the sequence. These sudden and extreme deviations from the baseline pattern are"
+    },
+    "4997": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a typical ECG waveform. However, starting around index 80, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "5001": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5005": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "5009": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5013": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 11, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 11, where the value (-2277.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -2000. This isolated extreme value disrupts the overall pattern of the time series.\nActionID: 1"
+    },
+    "5017": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.88, 1.08, 1.36, 1.52, 1.76, 2.08) starting around index 10",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.22, 0.46, 0.68, 0.88, 1.08, 1.36, 1.52, 1.76, 2.08) starting around index 10"
+    },
+    "5021": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 24, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 24, where the value (-1251.38) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "5025": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "5029": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "5033": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.88, 1.0, 1.28, 1.48, 1.68, 1.8",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.0, -1.22, -1.01). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.88, 1.0, 1.28, 1.48, 1.68, 1.8"
+    },
+    "5037": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 16 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5041": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an extreme outlier.\nActionID: 1"
+    },
+    "5045": {
+        "Thought": "The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.34). These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal. Additionally, the sequence does not return to a consistent baseline after these anomalies, suggesting a disruption in the expected behavior.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations and spikes, such as the spike at index 112 (0.28) and the sharp drop at index 113 (-0.34). These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal. Additionally, the sequence does not return to a consistent baseline after these anomalies, suggesting a disruption in the expected behavior.\nActionID: 12"
+    },
+    "5049": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 30-33, but starting at index 10, there is a sudden and significant increase in values, peaking at 50.25. This is followed by a gradual decline and stabilization at a lower range (around 25-30). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 30-33, but starting at index 10, there is a sudden and significant increase in values, peaking at 50.25. This is followed by a gradual decline and stabilization at a lower range (around 25-30). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+    },
+    "5053": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1365.61), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5057": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 10 (value 136.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5061": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5065": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.22, -1.49). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift (e.g., 0.06 to 0.22) and then stabilizes, suggesting a Drift Anomaly. The combination of these behaviors indicates a significant dis",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to extreme negative values (e.g., -1.22, -1.49). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift (e.g., 0.06 to 0.22) and then stabilizes, suggesting a Drift Anomaly. The combination of these behaviors indicates a significant dis"
+    },
+    "5069": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5073": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5077": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent irregular oscillations. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5081": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.28). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.18, 0.27, 0.36, 0.48, 0.56) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+    },
+    "5085": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 21 (value 1.111), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 21 (value 1.111), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5089": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 83, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -1.0, -0.87, -0.77, -0.68). This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence returns to a more stable range afterward, further emphasizing the abrupt nature of the change. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 83, where the sequence transitions from a relatively stable range to extreme negative values (-0.62, -1.0, -0.87, -0.77, -0.68). This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence returns to a more stable range afterward, further emphasizing the abrupt nature of the change. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "5093": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a reversal into an upward trend starting around index 16. This indicates a significant change in the long-term trajectory of the time series.\nActionID: 3"
+    },
+    "5097": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5101": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 58, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "5105": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 13.0, 12.0, 11.0, 10.0, 11.0, 12.0, 13.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 13.0, 12.0, 11.0, 10.0, 11.0, 12.0, 13.0) appear sporadically, disrupting the otherwise flat pattern. These isolated spikes are not part of a consistent trend or pattern, making them sporadic anomalies.\nActionID: 8"
+    },
+    "5109": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting around index 70, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5113": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "5117": {
+        "Thought": "The sequence exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5121": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 29 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5125": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine losing its original operating condition or degrading over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine losing its original operating condition or degrading over time.\nActionID: 11"
+    },
+    "5129": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 74, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-0.62, -0.82). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally, the sequence transitions",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 74, there is a significant spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-0.62, -0.82). This indicates a sudden spike anomaly followed by a continuous segment anomaly. Additionally, the sequence transitions"
+    },
+    "5133": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 86, there is an extreme outlier (0.52), which deviates significantly from the surrounding values, indicating an Amplitude Anomaly. The sequence then transitions into a gradual downward drift (",
+        "ActionID": 6,
+        "Action": "Amplitude Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike in values (e.g., 0.12, 0.13, 0.14), followed by a sharp drop to negative values (e.g., -0.02, -0.03). This is indicative of a Sudden Spike Anomaly. Additionally, at index 86, there is an extreme outlier (0.52), which deviates significantly from the surrounding values, indicating an Amplitude Anomaly. The sequence then transitions into a gradual downward drift ("
+    },
+    "5137": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.12, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.42, -1.62, -1.12, -1.06) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, these extreme values are followed by a return to the normal range, which is characteristic of sudden spike anomalies. The sequence also shows some irregular fluctuations, but the most prominent anomaly is the sudden extreme deviations.\nActionID: 12"
+    },
+    "5141": {
+        "Thought": "The sequence exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a certain range, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values remain consistent with expected behavior for an artificial domain, showing no clear anomalies.\nActionID: 0"
+    },
+    "5145": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5149": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 11 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5153": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 27, where the value plunges to -2458.21, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 27, where the value plunges to -2458.21, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5157": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.0, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop to extreme negative values (-1.0, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "5161": {
+        "Thought": "The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent and smooth pattern with no significant deviations, disruptions, or irregularities. The fluctuations and trends observed are within the expected range for an ECG signal, indicating a normal sequence.\nActionID: 0"
+    },
+    "5165": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from around index 20 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5169": {
+        "Thought": "The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual downward trend, followed by a recovery and stabilization around a flatline near zero. However, there are sudden irregular fluctuations, such as a sharp spike at index 91 (0.28) and a subsequent drop to -0.41, which disrupt the normal pattern. These sudden deviations are characteristic of anomalies in ECG signals, potentially indicating irregular heart activity. The sharp spike and drop are indicative of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5173": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "5177": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.3. However, starting at index 16, there is a sudden and significant increase in values, peaking at 6.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 2.0 to 2.3. However, starting at index 16, there is a sudden and significant increase in values, peaking at 6.0, followed by a return to the original range. This behavior indicates a temporary disruption caused by a sudden spike in the data.\nActionID: 12"
+    },
+    "5181": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 59 (value 42.21), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 59 (value 42.21), which deviates sharply from the surrounding values that generally range between 30 and 36. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+    },
+    "5185": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "5189": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.61), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5193": {
+        "Thought": "The sequence initially exhibits a prolonged flatline of zeros, followed by a sudden shift to a fluctuating pattern with values around 12. This indicates a transition from a flatline to a fluctuating pattern, suggesting a disruption in the normal behavior of the time series. The flatline behavior is indicative of a Sudden Flatline Anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a prolonged flatline of zeros, followed by a sudden shift to a fluctuating pattern with values around 12. This indicates a transition from a flatline to a fluctuating pattern, suggesting a disruption in the normal behavior of the time series. The flatline behavior is indicative of a Sudden Flatline Anomaly.\nActionID: 10"
+    },
+    "5197": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5201": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to around index 20, where the values decrease steadily. After this, the sequence stabilizes and fluctuates within a narrower range, but the initial drift away from the initial level indicates a deviation from the normal level of fluctuation. This is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "5205": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike in values (e.g., 0.06, 0.07, 0.11), followed by a sharp drop to negative values (e.g., -0.02, -0.03). At index 49, there is an extreme outlier (-1.38), followed by a recovery and a gradual upward drift. Toward the end of the sequence, there is a nonlinear pattern with exponential-like growth (e.g., 0.22, 0.24,",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5209": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a Sudden Spike Anomaly. Additionally, at index 87, there is a significant and abrupt drop to -0.78, followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence shows a nonlinear growth pattern toward the end (e.g., 0.2, 0.32, 0.42,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12, etc.), indicating a Sudden Spike Anomaly. Additionally, at index 87, there is a significant and abrupt drop to -0.78, followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence shows a nonlinear growth pattern toward the end (e.g., 0.2, 0.32, 0.42,"
+    },
+    "5213": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.34). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "5217": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and then a gradual decrease, forming a smooth and symmetric pattern. There are no irregularities, sudden changes, or disruptions in the data, indicating a normal utilization pattern.\nActionID: 0"
+    },
+    "5221": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 29, reaching a peak at index 33. This is followed by a rapid decline and a nonlinear oscillatory pattern. The sequence transitions from a linear trend to a nonlinear pattern, breaking the original trend and introducing irregular fluctuations. This indicates a significant deviation from the expected behavior of the machine-system domain.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 29, reaching a peak at index 33. This is followed by a rapid decline and a nonlinear oscillatory pattern. The sequence transitions from a linear trend to a nonlinear pattern, breaking the original trend and introducing irregular fluctuations. This indicates a significant deviation from the expected behavior of the machine-system domain.\nActionID: 14"
+    },
+    "5225": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.38, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.86, 1.08, 1.32, 1.52, 1.76) starting around index 100, which",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.38, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.46, 0.68, 0.86, 1.08, 1.32, 1.52, 1.76) starting around index 100, which"
+    },
+    "5229": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 23 (value 40.91), which deviates sharply from the surrounding values that generally range between 28 and 34. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 23 (value 40.91), which deviates sharply from the surrounding values that generally range between 28 and 34. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5233": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (e.g., 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0,"
+    },
+    "5237": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5241": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.42, -1.52). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38, 2.56) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "5245": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 0.24) and a significant drop at index 40 (value -0.24). This is followed by a sharp drop to -1.0 at index 41 and a recovery. The sequence then stabilizes but shows irregular fluctuations. The most prominent anomaly is the sudden spike and drop, which disrupt the sequence significantly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 0.24) and a significant drop at index 40 (value -0.24). This is followed by a sharp drop to -1.0 at index 41 and a recovery. The sequence then stabilizes but shows irregular fluctuations. The most prominent anomaly is the sudden spike and drop, which disrupt the sequence significantly.\nActionID: 12"
+    },
+    "5249": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.66) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 74-77, where the sequence transitions from a relatively stable range to extreme negative values (-0.68, -1.0, -0.79, -0.66) and then returns to the normal range. This behavior is indicative of a sudden spike or drop in the data, which is characteristic of a Sudden Spike Anomaly. Additionally, the context of Healthcare-ECG suggests this could represent an abnormal event such as a sudden cardiac irregularity.\nActionID: 12"
+    },
+    "5253": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 39, there is a significant spike (0.22, 0.52) followed by a sharp drop (-0.24, -0.58), indicating a sudden spike anomaly. Later, starting at index 96, there is a nonlinear growth pattern (e.g., 0.2, 0.46, 0.74, 0.98, 1.18, 1.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden increase in amplitude, followed by a sharp drop and irregular fluctuations. Around index 39, there is a significant spike (0.22, 0.52) followed by a sharp drop (-0.24, -0.58), indicating a sudden spike anomaly. Later, starting at index 96, there is a nonlinear growth pattern (e.g., 0.2, 0.46, 0.74, 0.98, 1.18, 1."
+    },
+    "5257": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 39, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.21, 0.24,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.18) followed by a sharp drop (-0.09, -0.11, -0.12). This is indicative of a Sudden Spike Anomaly. Additionally, at index 39, there is an extreme outlier (-1.01) followed by a recovery, which is another Sudden Spike Anomaly. Furthermore, the sequence transitions into a nonlinear growth pattern (e.g., 0.18, 0.21, 0.24,"
+    },
+    "5261": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.52, -1.62, -1.56) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.52 to -1.62), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "5265": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5269": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a natural variation typical of the domain (Twitter-Ticker_Symbol), indicating no anomalies.\nActionID: 0"
+    },
+    "5273": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 17 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 17 (-1777.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5277": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 13 (-1.28) and index 14 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 75, where the values increase rapidly and deviate from the previous trend. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent nonlinear growth.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 13 (-1.28) and index 14 (-1.51), which significantly deviate from the surrounding values, indicating a sudden spike anomaly. Additionally, there is a nonlinear pattern of exponential growth starting around index 75, where the values increase rapidly and deviate from the previous trend. This suggests a nonlinear pattern anomaly. The sequence also shows irregular fluctuations and disruptions in the normal ECG pattern, which could indicate a pattern change anomaly. However, the most prominent anomaly is the sudden spike and subsequent nonlinear growth.\nActionID: 12"
+    },
+    "5281": {
+        "Thought": "The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 56, where the values jump from the range of approximately -1000 to -1200 to -800 and beyond. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward trend, followed by a sudden and sharp increase in values starting at index 56, where the values jump from the range of approximately -1000 to -1200 to -800 and beyond. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the behavior of the time series. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "5285": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5289": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.92, 2.42, 2.72) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "5293": {
+        "Thought": "The time series exhibits multiple patterns of anomalies. Initially, there is a gradual upward trend followed by a sudden drop and fluctuations, indicating a potential trend change. Later, there are abrupt spikes and drops, such as the sharp increase to 10.0 and subsequent fluctuations, which suggest amplitude anomalies. Additionally, there are segments where the values deviate significantly from the expected range, such as the continuous segment of high values around 10.0 to 12.0, indicating a continuous segment anomaly. These combined behaviors suggest a complex anomaly pattern.",
+        "ActionID": 7,
+        "Action": "Pattern Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple patterns of anomalies. Initially, there is a gradual upward trend followed by a sudden drop and fluctuations, indicating a potential trend change. Later, there are abrupt spikes and drops, such as the sharp increase to 10.0 and subsequent fluctuations, which suggest amplitude anomalies. Additionally, there are segments where the values deviate significantly from the expected range, such as the continuous segment of high values around 10.0 to 12.0, indicating a continuous segment anomaly. These combined behaviors suggest a complex anomaly pattern.\nActionID: 7"
+    },
+    "5297": {
+        "Thought": "The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 74, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth and consistent pattern, resembling a normal ECG waveform. However, starting around index 74, there is a sudden and extreme deviation with a sharp spike (0.28, 0.51) followed by a steep drop (-0.78, -1.42). This abrupt and significant deviation from the normal pattern indicates a sudden spike anomaly, which is often critical in the context of healthcare-ECG data. The sequence then gradually returns to a more stable pattern, but the extreme spike and drop are clear outliers.\nActionID: 12"
+    },
+    "5301": {
+        "Thought": "The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 43, there is a sudden and significant increase in values, peaking at 53.25. This is followed by a sharp drop and a gradual decline in values, eventually stabilizing at a lower range (approximately 28-32). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially fluctuates around a stable range (approximately 35-40), but starting at index 43, there is a sudden and significant increase in values, peaking at 53.25. This is followed by a sharp drop and a gradual decline in values, eventually stabilizing at a lower range (approximately 28-32). The abrupt change in the statistical properties, particularly the mean and variance, indicates a change point anomaly.\nActionID: 4"
+    },
+    "5305": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 17 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a flatline of repeated values (1.0) from index 18 to 20, indicating a sudden flatline anomaly. Additionally, there are intermittent repeated values (1.0) disrupting the normal fluctuation pattern, suggesting a repeated value anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth and decay patterns. Overall, the sequence contains a combination of anomalies, but the",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 17 (value 1.0), which disrupts the sequence. Afterward, the sequence transitions into a flatline of repeated values (1.0) from index 18 to 20, indicating a sudden flatline anomaly. Additionally, there are intermittent repeated values (1.0) disrupting the normal fluctuation pattern, suggesting a repeated value anomaly. The sequence also shows a nonlinear pattern in certain segments, such as the exponential-like growth and decay patterns. Overall, the sequence contains a combination of anomalies, but the"
+    },
+    "5309": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 13, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 15, 16, and 17) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 13.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 13, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 15, 16, and 17) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The sequence also shows a gradual downward drift in the latter part, suggesting a drift anomaly. However, the most prominent anomaly is the sudden flatline at index 13.\nActionID: 10"
+    },
+    "5313": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 1.92,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.11). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.18, 0.42, 0.5, 0.66, 0.84, 1.08, 1.32, 1.56, 1.74, 1.92,"
+    },
+    "5317": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations without any significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5321": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.08 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 98 (0.28) and the sharp drop at index 99 (-0.48), followed by a steep drop to -1.08 at index 100. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5325": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1477.38), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5329": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.72, -1.73). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 70 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.49, -1.72, -1.73). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 70 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "5333": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 26, the values begin to rise again, deviating from the previous pattern and indicating a potential shift in the overall trend. This suggests a change in the long-term trajectory of the time series.\nActionID: 3"
+    },
+    "5337": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5341": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.1, 1.42, 1.68, 2.08, 2.36) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear"
+    },
+    "5345": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially increase, then decrease sharply, followed by a sudden spike at index 13 (1433.07), and then return to a fluctuating pattern. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially increase, then decrease sharply, followed by a sudden spike at index 13 (1433.07), and then return to a fluctuating pattern. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5349": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows a gradual downward trend, followed by a sudden spike at index 41 (value 0.24) and a sharp drop at index 42 (value -0.24). This is followed by a significant drop at index 43 (value -0.56) and a further drop at index 44 (value -0.64). These abrupt changes in values indicate a combination of sudden spikes and drops, disrupting the normal pattern. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The most prominent anomaly is the nonlinear pattern",
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows a gradual downward trend, followed by a sudden spike at index 41 (value 0.24) and a sharp drop at index 42 (value -0.24). This is followed by a significant drop at index 43 (value -0.56) and a further drop at index 44 (value -0.64). These abrupt changes in values indicate a combination of sudden spikes and drops, disrupting the normal pattern. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. The most prominent anomaly is the nonlinear pattern",
+        "ParseError": "unrecognized_action_id"
+    },
+    "5353": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 26 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 26 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5357": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.94, 1.9, 3.11, 3.68) around index 90, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. The presence of these distinct behaviors suggests a combination"
+    },
+    "5361": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 27, where the value plummets to 11.0, which is significantly lower than the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption.\nActionID: 12"
+    },
+    "5365": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 17 and 0.26 at index 59), abrupt drops (e.g., -0.02 at index 18 and -0.03 at index 58), and segments of flat or near-flat values (e.g., consecutive 0.01 values from index 20 to 23). These disruptions indicate a combination of sudden spikes and sparse anomalies, but the most prominent feature is the presence of isolated irregularities that deviate from the overall pattern.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.25 at index 17 and 0.26 at index 59), abrupt drops (e.g., -0.02 at index 18 and -0.03 at index 58), and segments of flat or near-flat values (e.g., consecutive 0.01 values from index 20 to 23). These disruptions indicate a combination of sudden spikes and sparse anomalies, but the most prominent feature is the presence of isolated irregularities that deviate from the overall pattern.\nActionID: 8"
+    },
+    "5369": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a flatline behavior around zero, which persists for a significant duration. This flatline is then disrupted by a sudden spike and drop (e.g., at index 92 with a value of 0.2 and index 93 with a value of 0.43), followed by a sharp drop to -1.11 and -1.33. These abrupt changes indicate a disruption in the normal pattern, likely caused by anomalies in the ECG signal. The flatline behavior and sudden spikes/drops suggest a Sudden Flatline Anomaly followed by Sudden Spike Anomaly. However, the flatline behavior",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a flatline behavior around zero, which persists for a significant duration. This flatline is then disrupted by a sudden spike and drop (e.g., at index 92 with a value of 0.2 and index 93 with a value of 0.43), followed by a sharp drop to -1.11 and -1.33. These abrupt changes indicate a disruption in the normal pattern, likely caused by anomalies in the ECG signal. The flatline behavior and sudden spikes/drops suggest a Sudden Flatline Anomaly followed by Sudden Spike Anomaly. However, the flatline behavior"
+    },
+    "5373": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a significant and sustained increase in values, with a new range forming around 40-46. This indicates a sudden shift in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 41, there is a significant and sustained increase in values, with a new range forming around 40-46. This indicates a sudden shift in the statistical properties of the sequence, such as the mean and variance, suggesting a change point anomaly.\nActionID: 4"
+    },
+    "5377": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around index 72, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.5 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around index 72, where the sequence transitions from a relatively stable range to extreme fluctuations, including a sharp drop to -0.5 and subsequent recovery. This behavior is indicative of a sudden spike or drop in the ECG signal, which is a common anomaly in healthcare time series. The rest of the sequence appears to return to a more stable pattern after this event.\nActionID: 12"
+    },
+    "5381": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.1, 1.47, 1.92, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.68, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.7, 1.1, 1.47, 1.92, 2.28) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "5385": {
+        "Thought": "The value 30.9 at index 10 significantly deviates from the surrounding data points, which mostly range between 24.5 and 26.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 30.9 at index 10 significantly deviates from the surrounding data points, which mostly range between 24.5 and 26.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "5389": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5393": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then rise dramatically, followed by a sudden drop and subsequent oscillations. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5397": {
+        "Thought": "The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and prolonged flatline of repeated values (12660.0) from index 7 to 9, disrupting the normal fluctuation pattern of the time series. This is indicative of a repeated value anomaly.\nActionID: 9"
+    },
+    "5401": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+    },
+    "5405": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5409": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 87 (0.28) and the sharp drop at index 88 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 87 (0.28) and the sharp drop at index 88 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5413": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 68, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.34). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "5417": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values follow a predictable and smooth trajectory, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, abrupt changes, or disruptions in the pattern. The values follow a predictable and smooth trajectory, indicating no anomalies.\nActionID: 0"
+    },
+    "5421": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, which then stabilizes and fluctuates around a certain range. This indicates a gradual drift away from the initial level, followed by stabilization at a new level. The overall behavior suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "5425": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 30 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 30 (value 136.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5429": {
+        "Thought": "The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a normal traffic flow pattern, with no anomalies detected.\nActionID: 0"
+    },
+    "5433": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 15 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5437": {
+        "Thought": "The time series exhibits multiple irregularities. Initially, there is a sharp drop from 0.219 to 0.036, followed by a sudden spike to 0.241 and 0.256, and then a return to a lower range. Later, there is another sharp drop to 0.036 and a subsequent recovery to higher values. These abrupt changes in amplitude and direction indicate a disruption in the normal fluctuation pattern. The presence of these sharp spikes and drops suggests a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities. Initially, there is a sharp drop from 0.219 to 0.036, followed by a sudden spike to 0.241 and 0.256, and then a return to a lower range. Later, there is another sharp drop to 0.036 and a subsequent recovery to higher values. These abrupt changes in amplitude and direction indicate a disruption in the normal fluctuation pattern. The presence of these sharp spikes and drops suggests a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5441": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and extreme deviations, such as the spike at index 112 (0.52) and the sharp drop at index 113 (-0.58), followed by a significant outlier at index 114 (-1.24). These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and extreme deviations, such as the spike at index 112 (0.52) and the sharp drop at index 113 (-0.58), followed by a significant outlier at index 114 (-1.24). These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5445": {
+        "Thought": "The time series exhibits multiple anomalies. Around index 21, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.31, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Around index 21, there is a sudden and extreme drop to -1.28, followed by a recovery, which indicates a Sudden Spike Anomaly. Additionally, starting around index 87, there is a significant upward drift in values, peaking at 2.31, followed by a gradual decline, which suggests a Drift Anomaly. The sequence also shows nonlinear growth patterns in certain segments, such as the exponential-like increase around index 87-93, indicating a Nonlinear Pattern Anomaly. These anomalies collectively disrupt the normal ECG pattern.\nActionID: 14"
+    },
+    "5449": {
+        "Thought": "The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values over time, with no return to the original range. This indicates a systematic deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5453": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 30 (value 50.21), which deviates sharply from the surrounding values that generally range between 30 and 37. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 30 (value 50.21), which deviates sharply from the surrounding values that generally range between 30 and 37. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5457": {
+        "Thought": "The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. However, the overall trend is not consistent, and the sequence exhibits a gradual drift away from the initial level, indicating a deviation from the normal level of fluctuation. This behavior is characteristic of a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values from the beginning, reaching a low point around index 16, followed by a recovery and fluctuation. However, the overall trend is not consistent, and the sequence exhibits a gradual drift away from the initial level, indicating a deviation from the normal level of fluctuation. This behavior is characteristic of a Drift Anomaly.\nActionID: 11"
+    },
+    "5461": {
+        "Thought": "The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual upward drift in values, particularly noticeable from around index 10 onward, where the values steadily increase and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5465": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 26 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 26 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5469": {
+        "Thought": "The sequence exhibits a sudden and significant drop at index 29, where the value (-1237.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant drop at index 29, where the value (-1237.98) deviates drastically from the surrounding values, which are in the range of approximately -1000 to -1500. This isolated drop is a clear anomaly.\nActionID: 1"
+    },
+    "5473": {
+        "Thought": "The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits consistent fluctuations within a narrow range, with no significant deviations, abrupt changes, or disruptions. The values remain stable and follow a predictable pattern, indicating normal behavior for Server-IOPS.\nActionID: 0"
+    },
+    "5477": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden and significant spike at index 76 (value 0.22) and a sharp drop at index 77 (value -1.38), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly. Such behavior is often observed in ECG signals during irregular heart activity or noise.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there is a sudden and significant spike at index 76 (value 0.22) and a sharp drop at index 77 (value -1.38), followed by a recovery. This sudden spike and drop disrupt the normal pattern of the sequence, indicating a transient anomaly. Such behavior is often observed in ECG signals during irregular heart activity or noise.\nActionID: 12"
+    },
+    "5481": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.21, 0.38) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a gradual upward drift starting from index 64, where values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5485": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "5489": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 41, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 2.08) starting around index"
+    },
+    "5493": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5497": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.16, 0.22, 0.27, 0.34, 0.41) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.09, 0.16, 0.22, 0.27, 0.34, 0.41) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly."
+    },
+    "5501": {
+        "Thought": "The time series exhibits a sudden and extreme deviation at index 72, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and extreme deviation at index 72, where the value spikes to 0.78 and then drops sharply to -0.78, followed by a further drop to -1.06. This behavior is indicative of a sudden spike anomaly, as the values deviate significantly from the surrounding data and return to a more stable range afterward. Such anomalies are often observed in ECG data due to transient disruptions or artifacts.\nActionID: 12"
+    },
+    "5505": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine losing its original operating condition or degrading over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values consistently decrease over time, deviating from the initial level, which is indicative of a drift anomaly. This behavior is consistent with a system or machine losing its original operating condition or degrading over time.\nActionID: 11"
+    },
+    "5509": {
+        "Thought": "The sequence initially exhibits a gradual downward drift, followed by a sudden flatline at -0.01 from index 13 to 16, and then transitions into a fluctuating pattern with repeated values (e.g., -0.01, -0.02) disrupting the normal fluctuation pattern. This indicates a combination of anomalies, including a sudden flatline and repeated value anomalies. However, the repeated values dominate the latter part of the sequence, making it the primary anomaly.",
+        "ActionID": 9,
+        "Action": "Repeated Value Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a gradual downward drift, followed by a sudden flatline at -0.01 from index 13 to 16, and then transitions into a fluctuating pattern with repeated values (e.g., -0.01, -0.02) disrupting the normal fluctuation pattern. This indicates a combination of anomalies, including a sudden flatline and repeated value anomalies. However, the repeated values dominate the latter part of the sequence, making it the primary anomaly.\nActionID: 9"
+    },
+    "5513": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 1.92, 2.08",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 23, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.84, 1.08, 1.32, 1.56, 1.76, 1.92, 2.08"
+    },
+    "5517": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5521": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 13 (-1.18) and index 14 (-1.48), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 13 (-1.18) and index 14 (-1.48), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5525": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "5529": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.59, 3.08) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.46) followed by a sharp drop (-0.38, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.3, 2.11, 2.59, 3.08) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are"
+    },
+    "5533": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -2455.0 to -2599.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value decreases sharply from around -2455.0 to -2599.0, before returning to a more typical range. This behavior indicates a sudden spike or drop within a short time frame, disrupting the sequence temporarily.\nActionID: 12"
+    },
+    "5537": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 40 (value 52.25), which is significantly higher than the surrounding values that generally range between 28 and 34. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 40 (value 52.25), which is significantly higher than the surrounding values that generally range between 28 and 34. This spike disrupts the normal fluctuation pattern and then returns to the normal range immediately after.\nActionID: 12"
+    },
+    "5541": {
+        "Thought": "The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 17 and 13.0 at index 20) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple irregularities, including sudden spikes (e.g., 10.0 at index 17 and 13.0 at index 20) and abrupt changes in amplitude, deviating significantly from the surrounding values. These anomalies disrupt the normal fluctuation pattern and indicate isolated extreme deviations.\nActionID: 8"
+    },
+    "5545": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 11 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 11 (value 1535.01), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5549": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 57 to 60, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 57 to 60, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5553": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.11) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.5, 2.32, 2.72, 3.11) starting around index 100, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anom"
+    },
+    "5557": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "5562": {
+        "Thought": "The value 50.2 at index 32 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 32 significantly deviates from the surrounding data points, which mostly range between 30 and 36. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "5566": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5570": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 27, where the value plunges to -2458.27, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5574": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5578": {
+        "Thought": "The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values drop sharply to a much lower range (e.g., -0.42, -0.59, -0.64, -0.72) compared to the preceding values. This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence later returns to a more stable range, suggesting a localized disruption. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in its pattern starting around index 68, where the values drop sharply to a much lower range (e.g., -0.42, -0.59, -0.64, -0.72) compared to the preceding values. This abrupt change disrupts the statistical properties of the sequence, indicating a clear anomaly. Additionally, the sequence later returns to a more stable range, suggesting a localized disruption. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "5582": {
+        "Thought": "The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits natural fluctuations within a reasonable range, with no significant deviations, abrupt changes, or disruptions in the pattern. The values appear to follow a consistent and expected behavior for the given domain.\nActionID: 0"
+    },
+    "5586": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -1",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant nonlinear increase in values (e.g., 0.74, 1.9, 3.11, 3.68, 4.01), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift in the latter part (e.g., -0.09 to -1"
+    },
+    "5590": {
+        "Thought": "The time series exhibits multiple patterns of anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.3, and then a recovery with fluctuations. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.84. These changes indicate a combination of drift, flatline, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear pattern change in the latter part of the sequence, where the values deviate significantly from the earlier trends.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple patterns of anomalies. Initially, there is a gradual downward drift in values, followed by a sudden flatline around -1.3, and then a recovery with fluctuations. Toward the end, there is a significant upward drift, with values increasing rapidly to 1.84. These changes indicate a combination of drift, flatline, and nonlinear pattern anomalies. However, the most prominent anomaly is the nonlinear pattern change in the latter part of the sequence, where the values deviate significantly from the earlier trends.\nActionID: 14"
+    },
+    "5594": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 16, the values stabilize at a higher level (around 1.24) and do not return to the original range, indicating a gradual drift away from the original level of fluctuation. This suggests a Drift Anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, starting from index 16, the values stabilize at a higher level (around 1.24) and do not return to the original range, indicating a gradual drift away from the original level of fluctuation. This suggests a Drift Anomaly.\nActionID: 11"
+    },
+    "5598": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 64, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58, -1.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.14, 0.22, 0.31, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Non"
+    },
+    "5602": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The sequence appears to follow a normal ECG pattern with expected variability, and there are no anomalies present.\nActionID: 0"
+    },
+    "5606": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.21) followed by a sharp drop (-0.22, -0.58, -0.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.24, 0.31, 0.41, 0.51) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anom",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.21) followed by a sharp drop (-0.22, -0.58, -0.62). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.24, 0.31, 0.41, 0.51) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anom"
+    },
+    "5610": {
+        "Thought": "The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop at index 20, where the value plunges to -2458.0, deviating drastically from the surrounding values. This is followed by a return to the normal range, indicating a temporary disruption. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5614": {
+        "Thought": "The sequence initially exhibits small fluctuations around a stable range, but starting at index 33, the values abruptly transition into a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits small fluctuations around a stable range, but starting at index 33, the values abruptly transition into a flatline of zeros, losing all normal fluctuations. This indicates a sudden and sustained loss of variability in the time series.\nActionID: 10"
+    },
+    "5618": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 15 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 15 (value 1535.0), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5622": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -1.21), followed by a recovery to a stable range. Later, there is a gradual drift downward (e.g., -0.01 to -0.24), indicating a drift anomaly. Additionally, there are sudden spikes and drops (e.g., 0.1 to 0.45 and -0.2 to -1.33), suggesting sudden spike anomalies. The sequence also shows nonlinear changes in the pattern, particularly in the later part, where the values deviate from the original linear or stable",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -1.21), followed by a recovery to a stable range. Later, there is a gradual drift downward (e.g., -0.01 to -0.24), indicating a drift anomaly. Additionally, there are sudden spikes and drops (e.g., 0.1 to 0.45 and -0.2 to -1.33), suggesting sudden spike anomalies. The sequence also shows nonlinear changes in the pattern, particularly in the later part, where the values deviate from the original linear or stable"
+    },
+    "5626": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 3 (-1227.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 3 (-1227.68), which deviates sharply from the surrounding data points. This isolated drop is not part of the overall trend or pattern, making it a clear anomaly.\nActionID: 1"
+    },
+    "5630": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68 to -1.21), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change in the latter part of the sequence.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28 to -0.68 to -1.21), followed by a recovery to a stable pattern. Later, there is a significant upward drift (e.g., 0.1 to 2.11) and subsequent nonlinear fluctuations, deviating from the original pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Drift Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly appears to be the nonlinear pattern change in the latter part of the sequence.\nActionID: 14"
+    },
+    "5634": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, but starting at index 13, the values abruptly shift to a new range of negative values, indicating a sudden change in the statistical properties of the sequence. This suggests a significant change point in the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, but starting at index 13, the values abruptly shift to a new range of negative values, indicating a sudden change in the statistical properties of the sequence. This suggests a significant change point in the time series.\nActionID: 4"
+    },
+    "5638": {
+        "Thought": "The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range for an ECG signal, and there are no anomalies in the sequence. This is a normal sequence.\nActionID: 0"
+    },
+    "5642": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.28, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.34, 1.78, 2.08, 2.36) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-1.28, -1.59). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.34, 1.78, 2.08, 2.36) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomal"
+    },
+    "5646": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated high values (20.0) appear sporadically at indices 12 and 13, disrupting the otherwise flat pattern. These isolated spikes are indicative of sporadic anomalies.\nActionID: 8"
+    },
+    "5650": {
+        "Thought": "The time series exhibits a sudden and significant deviation in values around indices 23-26, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.0, -0.77, -0.66). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant deviation in values around indices 23-26, where the sequence transitions from a relatively stable range to extreme negative values (-0.78, -1.0, -0.77, -0.66). This abrupt change disrupts the normal fluctuation pattern and is indicative of a sudden spike anomaly. Additionally, the sequence returns to a more stable range afterward, confirming the temporary nature of the disruption.\nActionID: 12"
+    },
+    "5654": {
+        "Thought": "The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of small fluctuations around a baseline, with no significant deviations, disruptions, or irregularities. The values remain within a narrow range, and the overall trend is stable, indicating a normal ECG signal.\nActionID: 0"
+    },
+    "5658": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 16, indicating a significant change in the long-term trajectory. This is characteristic of a Trend Change Anomaly.\nActionID: 3"
+    },
+    "5662": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 39 (-1.38) and index 40 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there is a sudden and extreme drop at index 39 (-1.38) and index 40 (-1.51), which significantly deviate from the surrounding values. This is followed by a recovery to the normal range. Additionally, there are other smaller fluctuations and irregularities, but the most prominent anomaly is the sudden and extreme drop. This behavior is characteristic of a Sudden Spike Anomaly.\nActionID: 12"
+    },
+    "5666": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5670": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around index 93 to 96, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around index 93 to 96, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5674": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 72, there is a sudden and extreme drop to -1.28 and -1.56, followed by a recovery. This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a gradual upward drift in values, particularly from index 80 onward, where the values steadily increase, indicating a Drift Anomaly. The combination of these behaviors suggests a complex anomaly pattern.\nActionID: 12"
+    },
+    "5678": {
+        "Thought": "The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The values then stabilize into a new range, suggesting a change point anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a flatline of zeros, followed by a sudden shift to negative values starting at index 10. This abrupt transition disrupts the normal pattern and indicates a significant change in the statistical properties of the sequence. The values then stabilize into a new range, suggesting a change point anomaly.\nActionID: 4"
+    },
+    "5682": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 29 (value 150.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 29 (value 150.0), which deviates significantly from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5686": {
+        "Thought": "The sequence exhibits a sudden flatline at index 23 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 23 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series. After the flatline, the sequence resumes with a different range of values, indicating a potential anomaly in the system.\nActionID: 10"
+    },
+    "5690": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5694": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5698": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 39.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual downward drift in values, followed by a sudden spike at index 39 (value 1.0), which is an extreme outlier compared to the surrounding values. After the spike, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend. This indicates a combination of a Sudden Spike Anomaly and a Nonlinear Pattern Anomaly. However, the most prominent anomaly is the sudden spike at index 39.\nActionID: 12"
+    },
+    "5702": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1437.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5706": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 86, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.28). This is indicative of a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear pattern with irregular fluctuations, deviating from the original trend, suggesting a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a complex anomaly in the ECG signal.\nActionID: 14"
+    },
+    "5710": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a sudden drop around index 16, where the values shift from a positive range to a negative range. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a sudden drop around index 16, where the values shift from a positive range to a negative range. This abrupt change in the statistical properties, particularly the mean and variance, indicates a significant shift in the sequence's behavior. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "5714": {
+        "Thought": "The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 13 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "5718": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 5 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 5 (-1437.77), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5722": {
+        "Thought": "The time series exhibits multiple irregularities. Notably, there is a sudden spike at index 10 (value 0.226) and index 11 (value 0.306), which deviate significantly from the surrounding values. Additionally, there are abrupt changes in the sequence, such as the drop to 0.012 at index 12 and the subsequent recovery to 0.112 at index 13. These disruptions indicate a combination of sudden spikes and abrupt changes in the sequence. The most prominent anomaly is the sudden spike at index 10 and index 11.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities. Notably, there is a sudden spike at index 10 (value 0.226) and index 11 (value 0.306), which deviate significantly from the surrounding values. Additionally, there are abrupt changes in the sequence, such as the drop to 0.012 at index 12 and the subsequent recovery to 0.112 at index 13. These disruptions indicate a combination of sudden spikes and abrupt changes in the sequence. The most prominent anomaly is the sudden spike at index 10 and index 11.\nActionID: 12"
+    },
+    "5726": {
+        "Thought": "The value 122.0 at index 22 is a sudden and extreme spike compared to the surrounding values, which generally range between 14.0 and 63.0. This spike disrupts the sequence temporarily before returning to the normal range.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 122.0 at index 22 is a sudden and extreme spike compared to the surrounding values, which generally range between 14.0 and 63.0. This spike disrupts the sequence temporarily before returning to the normal range.\nActionID: 12"
+    },
+    "5730": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at the end, with values jumping from the normal range (around 30-35) to 51.0, 55.5, and 59.53. This abrupt and significant deviation from the preceding pattern indicates a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at the end, with values jumping from the normal range (around 30-35) to 51.0, 55.5, and 59.53. This abrupt and significant deviation from the preceding pattern indicates a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5734": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 33. This is indicative of a Sudden Spike Anomaly. Additionally, at index 41, there is an extreme spike (0.52) followed by a sharp drop (-0.48 and -0.74), which further disrupts the sequence. The sequence then stabilizes but later shows another sharp increase in amplitude around index 115, followed by a return to smaller fluctuations. These patterns suggest a combination of Sudden Spi",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden increase in amplitude, followed by a sharp drop into negative values around index 33. This is indicative of a Sudden Spike Anomaly. Additionally, at index 41, there is an extreme spike (0.52) followed by a sharp drop (-0.48 and -0.74), which further disrupts the sequence. The sequence then stabilizes but later shows another sharp increase in amplitude around index 115, followed by a return to smaller fluctuations. These patterns suggest a combination of Sudden Spi"
+    },
+    "5738": {
+        "Thought": "The sequence is predominantly flat with values of 0.0, but isolated spikes (20.0) appear at indices 17 and 23, disrupting the otherwise consistent pattern. These spikes are sporadic and do not follow the normal behavior of the sequence.",
+        "ActionID": 8,
+        "Action": "Sparse Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence is predominantly flat with values of 0.0, but isolated spikes (20.0) appear at indices 17 and 23, disrupting the otherwise consistent pattern. These spikes are sporadic and do not follow the normal behavior of the sequence.\nActionID: 8"
+    },
+    "5742": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden extreme deviations (e.g., -125.0, -209.0, -233.0) and abrupt shifts in the statistical properties of the sequence. These deviations disrupt the overall pattern and indicate a significant change in the statistical distribution of the data. This suggests a Distributional Change Anomaly.",
+        "ActionID": 5,
+        "Action": "Distributional Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden extreme deviations (e.g., -125.0, -209.0, -233.0) and abrupt shifts in the statistical properties of the sequence. These deviations disrupt the overall pattern and indicate a significant change in the statistical distribution of the data. This suggests a Distributional Change Anomaly.\nActionID: 5"
+    },
+    "5746": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5750": {
+        "Thought": "The value 1.9 at index 52 significantly deviates from the surrounding data points, which mostly range between 0.6 and 0.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 1.9 at index 52 significantly deviates from the surrounding data points, which mostly range between 0.6 and 0.8. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "5754": {
+        "Thought": "The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits fluctuations that are consistent with normal ECG patterns, including small variations in amplitude and periodicity. There are no significant deviations, abrupt changes, or anomalies that disrupt the expected behavior of the sequence. The observed variations are within the normal range for healthcare-ECG data.\nActionID: 0"
+    },
+    "5758": {
+        "Thought": "The sequence exhibits a sudden and significant spike at index 29 (value 1535.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and significant spike at index 29 (value 1535.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5762": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5766": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Cont",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.3), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11, 2.38), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a prolonged deviation from the normal range in certain segments, suggesting a Cont"
+    },
+    "5770": {
+        "Thought": "The time series exhibits a gradual downward drift in values, starting from around 10.0 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, starting from around 10.0 and consistently decreasing over time, with no return to the original range. This indicates a deviation from the normal level of fluctuation, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5774": {
+        "Thought": "The time series exhibits a gradual and consistent downward drift in values, starting from 12.0 and ending at 0.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual and consistent downward drift in values, starting from 12.0 and ending at 0.0. This indicates a systematic deviation from the original level, characteristic of a drift anomaly. The values do not return to the original range, and the decline is steady over time.\nActionID: 11"
+    },
+    "5778": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant nonlinear increase, peaking at index 43, and then a sharp decline. Later, starting at index 91, there is a gradual upward drift, followed by a nonlinear increase and a peak at index 97. Finally, the sequence transitions into a downward trend with a nonlinear pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike in values, followed by a sharp drop and erratic behavior. Around index 39, there is a significant nonlinear increase, peaking at index 43, and then a sharp decline. Later, starting at index 91, there is a gradual upward drift, followed by a nonlinear increase and a peak at index 97. Finally, the sequence transitions into a downward trend with a nonlinear pattern. These characteristics suggest a combination of Sudden Spike Anomaly, Nonlinear Pattern Anomaly,"
+    },
+    "5782": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.9, 3.11, 3.68) starting around index 96, which deviates significantly from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent with disruptions in"
+    },
+    "5786": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.4), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+    },
+    "5790": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden extreme drops in values (e.g., -1.23, -1.56, -1.12) that deviate significantly from the surrounding data, indicating sudden spikes or drops. Additionally, there are segments where the values deviate continuously from the normal range (e.g., the segment around -1.23 to -0.36), suggesting continuous segment anomalies. These patterns are indicative of disruptions in the ECG signal, which could correspond to abnormal heart activity.\nActionID: 12"
+    },
+    "5794": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.69, 2.06, 2.38) starting around index 96, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern Anomaly. These anomalies"
+    },
+    "5798": {
+        "Thought": "The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -125.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -2000. This is a clear example of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme drop at index 29, where the value plummets to -125.0, deviating significantly from the surrounding values, which are in the range of approximately -1000 to -2000. This is a clear example of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5802": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 6.0 to 6.5), but starting at index 33, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 5.0 to 5.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 6.0 to 6.5), but starting at index 33, there is a noticeable downward shift in the values, with the sequence stabilizing at a lower range (approximately 5.0 to 5.5). This indicates an abrupt change in the statistical properties, such as the mean and variance, of the sequence.\nActionID: 4"
+    },
+    "5806": {
+        "Thought": "The value 50.2 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 10 is a significant outlier compared to the surrounding values, which mostly range between 28 and 33. This isolated spike disrupts the normal fluctuation pattern of the sequence.\nActionID: 1"
+    },
+    "5810": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 112, which deviates from the earlier trend, indicating a Nonlinear",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.42) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 112, which deviates from the earlier trend, indicating a Nonlinear"
+    },
+    "5814": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.22). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear growth pattern (e.g., 0.07, 0.18, 0.32, 0.42, 0.51) after the sharp drop, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors"
+    },
+    "5818": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5822": {
+        "Thought": "The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a smooth downward trend followed by a recovery and stabilization around zero. However, there are sudden and significant deviations, such as the spike at index 91 (0.28) and the sharp drop at index 92 (-0.58), followed by a recovery. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes or drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5826": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or consistent trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "5830": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.5, 2.32, 2.56, 2.92), followed by a gradual downward drift (e.g., -0.22 to -1.08), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27, 0.42, -0.48, -1.58), which is characteristic of a Sudden Spike Anomaly. Later, there is a significant upward drift in values (e.g., 0.72, 1.5, 2.32, 2.56, 2.92), followed by a gradual downward drift (e.g., -0.22 to -1.08), indicating a Drift Anomaly. Additionally, the sequence shows nonlinear growth and decay patterns"
+    },
+    "5834": {
+        "Thought": "The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 20, there is a significant and abrupt drop in values, reaching as low as 23. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying behavior of the system. This is characteristic of a Change Point Anomaly.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially fluctuates around a stable range (approximately 35-40), but starting at index 20, there is a significant and abrupt drop in values, reaching as low as 23. This indicates a sudden and sustained change in the statistical properties of the sequence, such as the mean and variance, suggesting a shift in the underlying behavior of the system. This is characteristic of a Change Point Anomaly.\nActionID: 4"
+    },
+    "5838": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of ECG anomalies.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.27 to -0.64), followed by a flatline segment (e.g., repeated values around 0.01). Later, there is a significant nonlinear increase in values (e.g., 0.7 to 4.31) and subsequent nonlinear fluctuations, deviating from the original pattern. These disruptions indicate a combination of sudden spikes, flatline behavior, and nonlinear pattern changes, which are characteristic of ECG anomalies.\nActionID: 14"
+    },
+    "5842": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5846": {
+        "Thought": "The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 23 and 24) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomaly is the sudden flatline at index 17.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits multiple anomalies. At index 17, the value drops to 0.0, which is a sudden flatline anomaly. Additionally, there are intermittent repeated values (e.g., 1.36 at indices 23 and 24) that disrupt the normal fluctuation pattern, indicating a repeated value anomaly. The overall pattern also shows irregular fluctuations, but the most prominent anomaly is the sudden flatline at index 17.\nActionID: 10"
+    },
+    "5850": {
+        "Thought": "The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits normal fluctuations within a consistent range, with no significant deviations, abrupt changes, or disruptions. The values vary smoothly and remain within expected bounds for Server-IOPS data, indicating no anomalies.\nActionID: 0"
+    },
+    "5854": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. At index 57, there is a significant spike (0.22, 0.46) followed by a sharp drop (-0.24, -0.58), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.21, 0.24,",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike in values (e.g., 0.1, 0.12, 0.13), followed by a return to the baseline. At index 57, there is a significant spike (0.22, 0.46) followed by a sharp drop (-0.24, -0.58), indicating a sudden spike anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.17, 0.21, 0.24,"
+    },
+    "5858": {
+        "Thought": "The time series exhibits a sudden and significant drop in values around indices 90-93, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values around indices 90-93, where the values plummet to -1.24, -1.51, -1.0, and -0.62, deviating drastically from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption. This pattern is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5862": {
+        "Thought": "The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.236 at index 27) and abrupt changes in amplitude, deviating significantly from the surrounding values. These spikes disrupt the normal fluctuation pattern and are not consistent with the overall trend. Additionally, the sequence shows no consistent periodicity or trend, and the spikes are isolated events. This suggests the presence of sudden and temporary disruptions.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple irregularities, including sudden spikes (e.g., 0.226 at index 11 and 0.236 at index 27) and abrupt changes in amplitude, deviating significantly from the surrounding values. These spikes disrupt the normal fluctuation pattern and are not consistent with the overall trend. Additionally, the sequence shows no consistent periodicity or trend, and the spikes are isolated events. This suggests the presence of sudden and temporary disruptions.\nActionID: 12"
+    },
+    "5866": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a gradual drift downward in values, followed by a sudden flatline of repeated values (0.04) from index 20 to 23. Afterward, the sequence resumes fluctuating but shows irregular patterns with sudden spikes and drops, such as the sharp drop to 0.03 at index 39 and the spike to 0.11 at index 40. These disruptions indicate a combination of drift, repeated value anomalies, and sudden spikes. However, the most prominent anomaly is the sudden flatline of repeated values, which disrupts the sequence significantly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a gradual drift downward in values, followed by a sudden flatline of repeated values (0.04) from index 20 to 23. Afterward, the sequence resumes fluctuating but shows irregular patterns with sudden spikes and drops, such as the sharp drop to 0.03 at index 39 and the spike to 0.11 at index 40. These disruptions indicate a combination of drift, repeated value anomalies, and sudden spikes. However, the most prominent anomaly is the sudden flatline of repeated values, which disrupts the sequence significantly.\nActionID: 1"
+    },
+    "5870": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows normal fluctuations, but starting around index 26, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. Around index 41, there is a significant spike in values, followed by a return to a lower range. Additionally, the sequence shows a nonlinear growth pattern toward the end, deviating from the earlier trend. These characteristics suggest a combination of Sudden Spike Anomaly, Change Point Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern toward the end.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows normal fluctuations, but starting around index 26, there is a sudden increase in values, followed by a sharp drop and irregular fluctuations. Around index 41, there is a significant spike in values, followed by a return to a lower range. Additionally, the sequence shows a nonlinear growth pattern toward the end, deviating from the earlier trend. These characteristics suggest a combination of Sudden Spike Anomaly, Change Point Anomaly, and Nonlinear Pattern Anomaly. However, the dominant anomaly is the nonlinear growth pattern toward the end.\nActionID: 14"
+    },
+    "5874": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a nonlinear pattern that deviates from a linear trend. This indicates a significant deviation from the original linear or smooth pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a nonlinear pattern that deviates from a linear trend. This indicates a significant deviation from the original linear or smooth pattern.\nActionID: 14"
+    },
+    "5878": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 10 (-1.0) and index 11 (-1.1), deviating sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 10 (-1.0) and index 11 (-1.1), deviating sharply from the surrounding data points. This is followed by a return to the normal range, indicating a temporary disruption in the sequence. This behavior is characteristic of a sudden spike anomaly.\nActionID: 12"
+    },
+    "5882": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.76) and peaking at index 81 (2.11), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 7 (0.28) and index 8 (0.46), followed by a sharp drop at index 9 (-0.38) and index 10 (-1.08), indicating sudden spikes and drops. Additionally, there is a nonlinear pattern of exponential growth starting around index 75 (0.76) and peaking at index 81 (2.11), followed by a gradual decline. These disruptions deviate significantly from the expected ECG pattern.\nActionID: 14"
+    },
+    "5886": {
+        "Thought": "The value 50.2 at index 42 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 33-36. This isolated spike disrupts the normal pattern of the sequence.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The value 50.2 at index 42 significantly deviates from the surrounding data points, which generally fluctuate within a narrow range around 33-36. This isolated spike disrupts the normal pattern of the sequence.\nActionID: 1"
+    },
+    "5890": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a peak and a subsequent decrease, forming a smooth and symmetric pattern. However, the values stabilize at a lower level after the peak, indicating a potential drift or a change in the long-term trend. This suggests a gradual deviation from the original level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "5894": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5898": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 56 to 70), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 48, there is a sudden spike (0.22, 0.46) followed by a sharp drop to extreme negative values (-1.22, -1.42). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 56 to 70), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "5902": {
+        "Thought": "The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.7 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially shows a gradual upward trend, followed by a flatline-like behavior with small fluctuations around zero. However, there are sudden spikes and drops, such as the sharp increase to 0.25 and 0.51, followed by a steep drop to -0.7 and -1.11. These abrupt changes disrupt the normal pattern and are indicative of sudden spikes and drops in the ECG signal, which could represent anomalies in the heart's electrical activity.\nActionID: 12"
+    },
+    "5906": {
+        "Thought": "The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with values fluctuating around 3.0 to 3.5. However, starting at index 16, there is a sudden and significant increase in values, peaking at 7.0, followed by a return to the original range. This behavior indicates a temporary disruption in the sequence, likely caused by a sudden spike in activity.\nActionID: 12"
+    },
+    "5910": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.32, 1.52) starting around index 96, which deviates from the earlier trend, indicating a Non",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.38, -1.08). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.24, 0.5, 0.72, 0.88, 1.08, 1.32, 1.52) starting around index 96, which deviates from the earlier trend, indicating a Non"
+    },
+    "5914": {
+        "Thought": "The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-utilization data, and no significant anomalies are detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual decrease, followed by a recovery and a steady increase, but there is no abrupt change in trend, statistical properties, or pattern. The fluctuations appear to be within a normal range for IoT-utilization data, and no significant anomalies are detected.\nActionID: 0"
+    },
+    "5918": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 20, there is a sharp upward trend followed by a peak and subsequent decline. This behavior suggests a nonlinear pattern that breaks the original linear rule. Additionally, the sequence shows irregular fluctuations and deviations from the expected pattern, which is characteristic of a nonlinear anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant deviations from a linear trend. Initially, the values fluctuate within a certain range, but starting around index 20, there is a sharp upward trend followed by a peak and subsequent decline. This behavior suggests a nonlinear pattern that breaks the original linear rule. Additionally, the sequence shows irregular fluctuations and deviations from the expected pattern, which is characteristic of a nonlinear anomaly.\nActionID: 14"
+    },
+    "5922": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.5), which is characteristic of a Sudden Spike Anomaly. Later, there is a nonlinear growth pattern (e.g., 0.72, 1.3, 1.69, 2.06, 2.28, 2.46, 2.68), followed by a gradual decline, indicating a Nonlinear Pattern Anomaly. Additionally, the sequence shows a long-term downward drift (e.g., -0"
+    },
+    "5926": {
+        "Thought": "The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.",
+        "ActionID": 3,
+        "Action": "Trend Change Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits a gradual downward trend, followed by a sudden and sharp upward trend starting around index 20, where the values increase significantly and deviate from the previous trend. This indicates a sudden change in the long-term trajectory of the sequence.\nActionID: 3"
+    },
+    "5930": {
+        "Thought": "The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.",
+        "ActionID": 1,
+        "Action": "Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant drop in values at index 13 (-1477.91), which deviates sharply from the surrounding data points. This isolated drop is not part of the normal fluctuation pattern and stands out as an anomaly.\nActionID: 1"
+    },
+    "5934": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 33, there is a noticeable upward drift in the values, followed by a sharp increase in amplitude and variability. This indicates a significant deviation from the earlier pattern, suggesting a nonlinear growth and change in the statistical properties of the sequence. The sequence transitions into a new regime with higher variability and amplitude, breaking the original linear or stable trend.\nActionID: 14"
+    },
+    "5938": {
+        "Thought": "The time series exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a gradual downward drift in values, particularly noticeable from index 30 onward, where the values consistently decrease and deviate from the earlier range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5942": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "5946": {
+        "Thought": "The time series shows a gradual downward drift in values, starting from around 10.08 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, starting from around 10.08 and eventually stabilizing near 8.0. This indicates a consistent deviation from the original level, suggesting a gradual drift in the sensor readings.\nActionID: 11"
+    },
+    "5950": {
+        "Thought": "The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values remain within a reasonable range, and the sequence follows a predictable trend, which is typical for a normal ECG signal. There are no anomalies present.\nActionID: 0"
+    },
+    "5954": {
+        "Thought": "The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.25, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.",
+        "ActionID": 4,
+        "Action": "Change Point Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits normal fluctuations within a stable range (approximately 30-36). However, starting at index 33, there is a sudden and significant increase in values, peaking at 52.25, followed by a gradual decline and stabilization at a higher range (approximately 40-46). This indicates a change in the statistical properties of the sequence, such as the mean and variance, suggesting an abrupt shift in the behavior of the time series.\nActionID: 4"
+    },
+    "5958": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 33, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.68, -1.44). This indicates a Sudden Spike Anomaly. Additionally, the sequence later transitions into a gradual upward drift (e.g., from index 50 onward), which suggests a Drift Anomaly. The combination of these behaviors indicates a complex anomaly pattern.\nActionID: 12"
+    },
+    "5962": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.42) followed by a sharp drop (-0.68, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.74, 1.3, 1.79, 2.11, 2.46) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly. These anomalies are consistent"
+    },
+    "5966": {
+        "Thought": "The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern is smooth and consistent, with no significant deviations, disruptions, or irregularities. This indicates a normal utilization pattern in the IoT domain.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence initially shows a gradual increase, followed by a plateau around 1.28, and then a slight decline. However, the overall pattern is smooth and consistent, with no significant deviations, disruptions, or irregularities. This indicates a normal utilization pattern in the IoT domain.\nActionID: 0"
+    },
+    "5970": {
+        "Thought": "The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series shows a gradual downward drift in values, particularly noticeable from the beginning to the end of the sequence. The values start around 10.2 and steadily decrease to around 8.7, deviating from the initial level and not returning to the original range. This indicates a gradual drift away from the normal level of fluctuation.\nActionID: 11"
+    },
+    "5974": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable upward drift in the values. This gradual increase continues, with the sequence deviating from the earlier stable range and showing a consistent upward trend. This indicates a gradual drift away from the normal level.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from index 24, there is a noticeable upward drift in the values. This gradual increase continues, with the sequence deviating from the earlier stable range and showing a consistent upward trend. This indicates a gradual drift away from the normal level.\nActionID: 11"
+    },
+    "5978": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 5 (value 136.0), which deviates drastically from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    },
+    "5982": {
+        "Thought": "The sequence exhibits a sudden and extreme spike at index 26 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden and extreme spike at index 26 (value 136.0), which deviates significantly from the surrounding values. This spike disrupts the normal fluctuation pattern and is not consistent with the rest of the data.\nActionID: 12"
+    },
+    "5986": {
+        "Thought": "The sequence initially exhibits a stable pattern with minor fluctuations around 0.04, but starting at index 16, there is a sudden increase in values, peaking at 0.14, followed by a return to the original range. This indicates a temporary disruption in the sequence caused by a sudden spike.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence initially exhibits a stable pattern with minor fluctuations around 0.04, but starting at index 16, there is a sudden increase in values, peaking at 0.14, followed by a return to the original range. This indicates a temporary disruption in the sequence caused by a sudden spike.\nActionID: 12"
+    },
+    "5990": {
+        "Thought": "The sequence exhibits a prolonged flatline of zeros with intermittent zeros (e.g., 0.0, 0.0, 0.0, 0.0, 0.0) disrupting the otherwise flat pattern. This indicates a sudden loss of normal fluctuations, which is characteristic of a flatline anomaly.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a prolonged flatline of zeros with intermittent zeros (e.g., 0.0, 0.0, 0.0, 0.0, 0.0) disrupting the otherwise flat pattern. This indicates a sudden loss of normal fluctuations, which is characteristic of a flatline anomaly.\nActionID: 10"
+    },
+    "5994": {
+        "Thought": "The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent downward trend with fluctuations, but there are no significant deviations, disruptions, or irregularities in the pattern. The data appears to follow a predictable and smooth trend, indicating no anomalies.\nActionID: 0"
+    },
+    "5998": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 39, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.42, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.28) starting around index 100, which deviates from the earlier fluctuations, indicating a Nonlinear Pattern An"
+    },
+    "6002": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 56, there is a sudden spike (0.18, 0.42) followed by a sharp drop (-0.48, -1.58). This indicates a Sudden Spike Anomaly. Additionally, the sequence transitions into a nonlinear recovery pattern, deviating from the original trend, which suggests a Nonlinear Pattern Anomaly. The combination of these behaviors indicates a significant disruption in the ECG signal.\nActionID: 14"
+    },
+    "6006": {
+        "Thought": "The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.",
+        "ActionID": 14,
+        "Action": "Nonlinear Pattern Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a nonlinear pattern with significant fluctuations and irregularities. The values initially decrease sharply, then recover and increase, followed by another sharp drop and recovery. This behavior deviates from any linear or periodic trend, indicating a nonlinear pattern anomaly.\nActionID: 14"
+    },
+    "6010": {
+        "Thought": "The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.",
+        "ActionID": 10,
+        "Action": "Sudden Flatline Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The sequence exhibits a sudden flatline at index 19 with a value of 0.0, which is a significant deviation from the surrounding values. This abrupt transition to a flatline disrupts the normal fluctuation pattern of the time series.\nActionID: 10"
+    },
+    "6014": {
+        "Thought": "The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series initially exhibits small fluctuations around a stable range, but starting from around index 20, there is a noticeable upward drift in the values. This drift becomes more pronounced as the sequence progresses, with values gradually increasing and deviating from the earlier stable range. This indicates a gradual and sustained deviation from the normal level, characteristic of a drift anomaly.\nActionID: 11"
+    },
+    "6018": {
+        "Thought": "The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Notably, there are sudden spikes and drops in the data, such as the sharp increase to 0.51 followed by a steep drop to -0.78 and -1.06, which disrupt the normal fluctuation pattern. These sudden changes are characteristic of Sudden Spike Anomalies. Additionally, the sequence shows irregular fluctuations and deviations from the expected ECG pattern, which could indicate abnormal cardiac activity. However, the most prominent anomaly is the sudden spikes and drops.\nActionID: 12"
+    },
+    "6022": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike and drop in values (e.g., 0.28, 0.46, -0.48, -1.2), which is characteristic of a Sudden Spike Anomaly. Later, there is a segment of repeated values (e.g., 0.12, 0.12, 0.12) disrupting the normal fluctuation pattern, indicating a Repeated Value Anomaly. Additionally, the sequence shows a nonlinear growth pattern (e.g., 0.12, 0.14, 0.16, 0.2,"
+    },
+    "6026": {
+        "Thought": "The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.",
+        "ActionID": 0,
+        "Action": "Normal Sequence",
+        "Label": 0,
+        "RawResponse": "Thought: The sequence exhibits a consistent pattern of fluctuations with no significant deviations, disruptions, or irregularities. The values follow a predictable trend with no anomalies detected.\nActionID: 0"
+    },
+    "6030": {
+        "Thought": "The time series exhibits multiple patterns of anomalies. Initially, there is a gradual downward trend followed by a sudden spike at index 15 (value 10.0), which disrupts the sequence. Afterward, the sequence stabilizes into a fluctuating pattern with no clear periodicity or trend. Toward the end, there is another sudden spike at index 59 (value 10.0) and a subsequent drop to a lower range. These sudden spikes and drops indicate disruptions in the system's behavior.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple patterns of anomalies. Initially, there is a gradual downward trend followed by a sudden spike at index 15 (value 10.0), which disrupts the sequence. Afterward, the sequence stabilizes into a fluctuating pattern with no clear periodicity or trend. Toward the end, there is another sudden spike at index 59 (value 10.0) and a subsequent drop to a lower range. These sudden spikes and drops indicate disruptions in the system's behavior.\nActionID: 12"
+    },
+    "6034": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, the sequence shows small fluctuations around a baseline, but starting at index 27, there is a sudden spike (0.22, 0.46) followed by a sharp drop (-0.49, -1.38). This indicates a Sudden Spike Anomaly. Additionally, the sequence later shows a nonlinear growth pattern (e.g., 0.64, 1.0, 1.36, 1.68, 1.96, 2.11) starting around index 90, which deviates from the earlier trend, indicating a Nonlinear Pattern Anomaly."
+    },
+    "6038": {
+        "Thought": "The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 19 (0.28) and index 20 (0.46), followed by a sharp drop at index 21 (-0.38) and index 22 (-1.11). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a nonlinear increase, deviating from the previous pattern, indicating a Nonlinear Pattern Anomaly. The overall sequence also shows a gradual drift in values, particularly in the later part of the series, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomal",
+        "ActionID": 11,
+        "Action": "Drift Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits multiple anomalies. Initially, there is a sudden spike at index 19 (0.28) and index 20 (0.46), followed by a sharp drop at index 21 (-0.38) and index 22 (-1.11). This indicates a Sudden Spike Anomaly. Additionally, the segment from index 85 to 93 shows a nonlinear increase, deviating from the previous pattern, indicating a Nonlinear Pattern Anomaly. The overall sequence also shows a gradual drift in values, particularly in the later part of the series, suggesting a Drift Anomaly. Given the healthcare-ECG domain, these anomal"
+    },
+    "6042": {
+        "Thought": "The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.",
+        "ActionID": 12,
+        "Action": "Sudden Spike Anomaly",
+        "Label": 1,
+        "RawResponse": "Thought: The time series exhibits a sudden and significant spike at index 16 (value 1535.06), which deviates sharply from the surrounding values. This spike is followed by a return to the normal range, indicating a temporary disruption in the sequence.\nActionID: 12"
+    }
+}
\ No newline at end of file
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.json b/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.json
new file mode 100644
index 0000000000000000000000000000000000000000..b91929301f528338d4516373f2c23a33b48bb3cd
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.json
@@ -0,0 +1,42242 @@
+{
+    "TSAD_test": {
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+            "Thought": "",
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+            "Action": "Normal Sequence",
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+            "Thought": "",
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+            "Action": "Drift Anomaly",
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+            "RawResponse": "ActionID 11\n\n\n\n\n\n\n\n ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001###"
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\ No newline at end of file
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/TSAD_test_metrics.json b/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/TSAD_test_metrics.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3e0a9e6174f755fc5ca0d6b90c989cdc86e76fd
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/TSAD_test_metrics.json
@@ -0,0 +1,16 @@
+{
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+    "binary_recall_macro": 0.5270888471072895,
+    "binary_f1_macro": 0.36091116180192573
+}
\ No newline at end of file
diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.rank0.json b/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.rank0.json
new file mode 100644
index 0000000000000000000000000000000000000000..8cad9de72d4aa602c4607586e51b23295d62a3d8
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.rank0.json
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diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.rank1.json b/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.rank1.json
new file mode 100644
index 0000000000000000000000000000000000000000..290b783fce253f72367e609b07ef7366ee32dd30
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.rank1.json
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diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.rank2.json b/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.rank2.json
new file mode 100644
index 0000000000000000000000000000000000000000..3575677ef27dc80b09e8759d18dc6e1d369999b8
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.rank2.json
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diff --git a/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.rank3.json b/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.rank3.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3fc8dc3cc13c849dfcc9676a550ca7b8460265d
--- /dev/null
+++ b/rats40k_adapter/outputs/pipeline_20260608_175250/zeroshot/shards/RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.rank3.json
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+        "RawResponse": "11\n12\n13 ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001### ###-0.5001###"
+    }
+}
\ No newline at end of file
diff --git a/rats40k_adapter/rats40k_common.py b/rats40k_adapter/rats40k_common.py
new file mode 100644
index 0000000000000000000000000000000000000000..a1ac4615919a6bc33de2e5294c9dd6b1881bf44d
--- /dev/null
+++ b/rats40k_adapter/rats40k_common.py
@@ -0,0 +1,347 @@
+import importlib.util
+import json
+import os
+import re
+import sys
+from pathlib import Path
+
+import numpy as np
+
+
+CHAT_TIME_DIR = Path(__file__).resolve().parents[1]
+TIME_RA_PROMPT_PATH = (
+    CHAT_TIME_DIR.parent / "Time-RA" / "prompts" / "prompt_llama_anoclf_reason.py"
+)
+_TIME_RA_PROMPT_TEMPLATE = None
+_TIME_RA_PROMPT_TEMPLATE_LOADED = False
+if str(CHAT_TIME_DIR) not in sys.path:
+    sys.path.insert(0, str(CHAT_TIME_DIR))
+
+from utils.prompt import getPrompt  # noqa: E402
+from utils.tools import Discretizer, Serializer  # noqa: E402
+
+
+ACTION_ID_TO_NAME = {
+    0: "Normal Sequence",
+    1: "Point Anomaly",
+    2: "Periodic Change Anomaly",
+    3: "Trend Change Anomaly",
+    4: "Change Point Anomaly",
+    5: "Distributional Change Anomaly",
+    6: "Amplitude Anomaly",
+    7: "Pattern Change Anomaly",
+    8: "Sparse Anomaly",
+    9: "Repeated Value Anomaly",
+    10: "Sudden Flatline Anomaly",
+    11: "Drift Anomaly",
+    12: "Sudden Spike Anomaly",
+    13: "Continuous Segment Anomaly",
+    14: "Nonlinear Pattern Anomaly",
+}
+
+ACTION_DESCRIPTIONS = {
+    0: "There are no abnormal situations in this time series.",
+    1: "A single data point significantly deviates from the local or global pattern.",
+    2: "The original periodic pattern is disrupted.",
+    3: "A sudden change appears in the long-term trend.",
+    4: "Statistical properties such as mean or variance change abruptly.",
+    5: "The statistical distribution changes significantly.",
+    6: "The amplitude exceeds normal upper or lower bounds.",
+    7: "The pattern suddenly changes from one form to another.",
+    8: "Isolated anomalous patterns occasionally appear in a long series.",
+    9: "Continuous or intermittent repeated values disrupt normal fluctuations.",
+    10: "The series suddenly becomes a flat line with no normal fluctuations.",
+    11: "The data gradually drifts away from the normal level.",
+    12: "The data suddenly spikes or drops briefly and then returns to normal.",
+    13: "A continuous segment deviates from the normal pattern.",
+    14: "Nonlinear changes break the original linear rule.",
+}
+
+
+def action_mapping_text():
+    lines = []
+    for action_id in sorted(ACTION_ID_TO_NAME):
+        lines.append(
+            f"{action_id}. {ACTION_ID_TO_NAME[action_id]}: "
+            f"{ACTION_DESCRIPTIONS[action_id]}"
+        )
+    return "\n".join(lines)
+
+
+def build_instruction(source):
+    source_text = source or "unknown"
+    time_ra_template = load_time_ra_prompt_template()
+    if time_ra_template:
+        return time_ra_template.format(
+            our_source=source_text,
+            our_observation="the serialized time series provided in the ### Input section",
+        )
+
+    source_text = source or "unknown"
+    return (
+        "Classify the provided univariate time series for anomaly detection. "
+        "The sequence is from the domain of "
+        f"{source_text}.\n\n"
+        "Use exactly one ActionID from the following mapping:\n"
+        f"{action_mapping_text()}\n\n"
+        "Return exactly two fields: Thought and ActionID. "
+        "Do not return a category name instead of ActionID."
+    )
+
+
+def load_time_ra_prompt_template():
+    global _TIME_RA_PROMPT_TEMPLATE, _TIME_RA_PROMPT_TEMPLATE_LOADED
+    if _TIME_RA_PROMPT_TEMPLATE_LOADED:
+        return _TIME_RA_PROMPT_TEMPLATE
+    _TIME_RA_PROMPT_TEMPLATE_LOADED = True
+    if not TIME_RA_PROMPT_PATH.exists():
+        return None
+    spec = importlib.util.spec_from_file_location(
+        "time_ra_prompt_llama_anoclf_reason",
+        TIME_RA_PROMPT_PATH,
+    )
+    if spec is None or spec.loader is None:
+        return None
+    module = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(module)
+    _TIME_RA_PROMPT_TEMPLATE = getattr(module, "USER_DETECTION_PROMPT", None)
+    return _TIME_RA_PROMPT_TEMPLATE
+
+
+def _to_float_array(series):
+    if isinstance(series, np.ndarray):
+        arr = series.astype(float, copy=False)
+    else:
+        arr = np.asarray(series, dtype=float)
+    if arr.ndim != 1:
+        arr = arr.reshape(-1)
+    return arr
+
+
+def serialize_observation(series):
+    arr = _to_float_array(series)
+    discretizer = Discretizer()
+    serializer = Serializer()
+    return serializer.serialize(discretizer.discretize(arr))
+
+
+def build_prompt(series, source, response=None):
+    instruction = build_instruction(source)
+    serialized = serialize_observation(series)
+    return getPrompt(
+        flag="analysis",
+        instruction=instruction,
+        input=serialized,
+        response="" if response is None else response,
+    )
+
+
+def build_response(thought, action_id):
+    thought = (thought or "").strip()
+    try:
+        action_id = int(action_id)
+    except (TypeError, ValueError):
+        action_id = -1
+    return f"Thought: {thought}\nActionID: {action_id}"
+
+
+def load_dataset_json(path):
+    with open(path, "r", encoding="utf-8") as f:
+        return json.load(f)
+
+
+def valid_split_items(data, split):
+    split_data = data.get(split, {})
+    if not isinstance(split_data, dict):
+        return []
+    items = [
+        (str(idx), item)
+        for idx, item in split_data.items()
+        if isinstance(item, dict) and isinstance(item.get("Observation"), list)
+    ]
+    return sorted(items, key=lambda pair: _sort_key(pair[0]))
+
+
+def _sort_key(value):
+    try:
+        return (0, int(value))
+    except (TypeError, ValueError):
+        return (1, str(value))
+
+
+def _json_candidates(text):
+    text = "" if text is None else str(text).strip()
+    yield text
+    fenced = re.findall(r"```(?:json)?\s*(\{.*?\})\s*```", text, flags=re.S | re.I)
+    for snippet in fenced:
+        yield snippet
+    match = re.search(r"\{.*\}", text, flags=re.S)
+    if match:
+        yield match.group(0)
+
+
+def parse_model_response(response):
+    text = "" if response is None else str(response)
+    thought = ""
+    action_id = None
+
+    for snippet in _json_candidates(text):
+        try:
+            obj = json.loads(snippet)
+        except (TypeError, ValueError):
+            continue
+        if not isinstance(obj, dict):
+            continue
+        for key in ("Thought", "thought", "Reason", "reason"):
+            if key in obj:
+                thought = str(obj[key]).strip()
+                break
+        for key in ("ActionID", "action_id", "actionId", "Action", "Label", "label"):
+            if key in obj:
+                action_id = _parse_action_id(obj[key])
+                break
+        if action_id is not None:
+            return thought, action_id
+
+    thought_match = re.search(
+        r"Thought\s*[:：]\s*(.*?)(?=\n\s*(?:ActionID|Action\s*ID|Action|Label)\s*[:：]|$)",
+        text,
+        flags=re.I | re.S,
+    )
+    if thought_match:
+        thought = thought_match.group(1).strip()
+
+    patterns = [
+        r"(?:ActionID|Action\s*ID)\s*[:：]\s*(-?\d{1,2})",
+        r'"ActionID"\s*:\s*(-?\d{1,2})',
+        r"\bAction\s*[:：]\s*(-?\d{1,2})",
+        r"\bLabel\s*[:：]\s*(-?\d{1,2})",
+        r"\b(-?\d{1,2})\b",
+    ]
+    for pattern in patterns:
+        match = re.search(pattern, text, flags=re.I)
+        if not match:
+            continue
+        action_id = _parse_action_id(match.group(1))
+        if action_id is not None:
+            return thought, action_id
+
+    lowered = re.sub(r"[^a-z0-9]+", " ", text.lower())
+    for candidate_id, name in ACTION_ID_TO_NAME.items():
+        normalized_name = re.sub(r"[^a-z0-9]+", " ", name.lower())
+        if normalized_name in lowered:
+            return thought, candidate_id
+
+    return thought, None
+
+
+def _parse_action_id(value):
+    if isinstance(value, bool):
+        return None
+    if isinstance(value, int):
+        return value if 0 <= value <= 14 else None
+    match = re.search(r"-?\d{1,2}", str(value))
+    if not match:
+        return None
+    action_id = int(match.group(0))
+    return action_id if 0 <= action_id <= 14 else None
+
+
+def build_prediction(response):
+    thought, action_id = parse_model_response(response)
+    if action_id is None:
+        return {
+            "Thought": thought,
+            "RawResponse": "" if response is None else str(response),
+            "ParseError": "unrecognized_action_id",
+        }
+    return {
+        "Thought": thought,
+        "ActionID": action_id,
+        "Action": ACTION_ID_TO_NAME[action_id],
+        "Label": 0 if action_id == 0 else 1,
+        "RawResponse": "" if response is None else str(response),
+    }
+
+
+def compute_metrics(data, predictions, split):
+    items = dict(valid_split_items(data, split))
+    y_true = []
+    y_pred = []
+    valid_keys = []
+    for idx, item in items.items():
+        pred = predictions.get(idx)
+        if not isinstance(pred, dict):
+            continue
+        pred_id = _parse_action_id(pred.get("ActionID"))
+        true_id = _parse_action_id(item.get("ActionID"))
+        if pred_id is None or true_id is None:
+            continue
+        y_true.append(true_id)
+        y_pred.append(pred_id)
+        valid_keys.append(idx)
+
+    metrics = {
+        "split": split,
+        "num_dataset_samples": len(items),
+        "num_prediction_samples": len(predictions),
+        "num_valid_samples": len(valid_keys),
+        "num_missing_predictions": len(items) - len(set(items) & set(predictions)),
+        "num_invalid_predictions": len(set(items) & set(predictions)) - len(valid_keys),
+    }
+    if not y_true:
+        return metrics
+
+    try:
+        from sklearn.metrics import accuracy_score, f1_score, precision_score, recall_score
+
+        y_true_binary = [0 if x == 0 else 1 for x in y_true]
+        y_pred_binary = [0 if x == 0 else 1 for x in y_pred]
+        metrics.update(
+            {
+                "type_accuracy": float(accuracy_score(y_true, y_pred)),
+                "type_precision_macro": float(
+                    precision_score(y_true, y_pred, average="macro", zero_division=0)
+                ),
+                "type_recall_macro": float(
+                    recall_score(y_true, y_pred, average="macro", zero_division=0)
+                ),
+                "type_f1_macro": float(
+                    f1_score(y_true, y_pred, average="macro", zero_division=0)
+                ),
+                "binary_accuracy": float(accuracy_score(y_true_binary, y_pred_binary)),
+                "binary_precision_macro": float(
+                    precision_score(
+                        y_true_binary, y_pred_binary, average="macro", zero_division=0
+                    )
+                ),
+                "binary_recall_macro": float(
+                    recall_score(
+                        y_true_binary, y_pred_binary, average="macro", zero_division=0
+                    )
+                ),
+                "binary_f1_macro": float(
+                    f1_score(y_true_binary, y_pred_binary, average="macro", zero_division=0)
+                ),
+            }
+        )
+    except Exception:
+        correct = sum(int(a == b) for a, b in zip(y_true, y_pred))
+        metrics["type_accuracy"] = correct / len(y_true)
+        true_binary = [0 if x == 0 else 1 for x in y_true]
+        pred_binary = [0 if x == 0 else 1 for x in y_pred]
+        metrics["binary_accuracy"] = sum(
+            int(a == b) for a, b in zip(true_binary, pred_binary)
+        ) / len(y_true)
+        metrics["metric_warning"] = "sklearn unavailable; only accuracy was computed."
+
+    return metrics
+
+
+def atomic_write_json(obj, path):
+    path = Path(path)
+    path.parent.mkdir(parents=True, exist_ok=True)
+    tmp = path.with_suffix(path.suffix + f".tmp.{os.getpid()}")
+    with open(tmp, "w", encoding="utf-8") as f:
+        json.dump(obj, f, indent=4, ensure_ascii=False)
+    os.replace(tmp, path)
diff --git a/rats40k_adapter/run_sft_4gpu.sh b/rats40k_adapter/run_sft_4gpu.sh
new file mode 100644
index 0000000000000000000000000000000000000000..4cd53170f476b80d432b4a4c76c932a4b468ed04
--- /dev/null
+++ b/rats40k_adapter/run_sft_4gpu.sh
@@ -0,0 +1,145 @@
+#!/bin/bash
+set -Eeuo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_DIR="$(cd "${SCRIPT_DIR}/.." && pwd)"
+cd "$PROJECT_DIR"
+
+RUN_ID="${RUN_ID:-$(date +%Y%m%d_%H%M%S)}"
+PYTHON_BIN="${PYTHON_BIN:-/dev/shm/suiqk/conda_envs/scalerag-ts-v4/bin/python}"
+ACCELERATE_CONFIG="${ACCELERATE_CONFIG:-/mnt/share01/sqk/ITFormer/accelerate_config.yaml}"
+CUDA_VISIBLE_DEVICES="${CUDA_VISIBLE_DEVICES:-0,1,2,3}"
+MODEL_PATH="${MODEL_PATH:-/mnt/share01/sqk/models/ChatTime-1-7B-Chat}"
+ALLOW_HF_DOWNLOAD="${ALLOW_HF_DOWNLOAD:-0}"
+DATA_PATH="${DATA_PATH:-/mnt/share01/sqk/datasets/RATs40K/RATs-Uni-TSImage_Reason.json}"
+TRAIN_SPLIT="${TRAIN_SPLIT:-TSAD_train}"
+EVAL_SPLIT="${EVAL_SPLIT:-TSAD_test}"
+OUTPUT_ROOT="${OUTPUT_ROOT:-${PROJECT_DIR}/rats40k_adapter/outputs/sft_${RUN_ID}}"
+ADAPTER_OUTPUT_DIR="${ADAPTER_OUTPUT_DIR:-${OUTPUT_ROOT}/adapter}"
+EVAL_OUTPUT_DIR="${EVAL_OUTPUT_DIR:-${OUTPUT_ROOT}/eval}"
+RUN_EVAL_AFTER_SFT="${RUN_EVAL_AFTER_SFT:-1}"
+RESULT_NAME="${RESULT_NAME:-RATs-Uni-TSImage_Reason_Reason_by_chattime_sft.json}"
+MAX_TRAIN_SAMPLES="${MAX_TRAIN_SAMPLES:-}"
+MAX_EVAL_SAMPLES="${MAX_EVAL_SAMPLES:-}"
+EVAL_BATCH_SIZE="${EVAL_BATCH_SIZE:-4}"
+MAX_SEQ_LENGTH="${MAX_SEQ_LENGTH:-4096}"
+PER_DEVICE_TRAIN_BATCH_SIZE="${PER_DEVICE_TRAIN_BATCH_SIZE:-1}"
+GRADIENT_ACCUMULATION_STEPS="${GRADIENT_ACCUMULATION_STEPS:-16}"
+NUM_TRAIN_EPOCHS="${NUM_TRAIN_EPOCHS:-2}"
+LEARNING_RATE="${LEARNING_RATE:-2e-4}"
+LORA_RANK="${LORA_RANK:-16}"
+LORA_ALPHA="${LORA_ALPHA:-32}"
+LORA_DROPOUT="${LORA_DROPOUT:-0.05}"
+SAVE_STEPS="${SAVE_STEPS:-200}"
+LOGGING_STEPS="${LOGGING_STEPS:-10}"
+SAVE_TOTAL_LIMIT="${SAVE_TOTAL_LIMIT:-2}"
+DATALOADER_NUM_WORKERS="${DATALOADER_NUM_WORKERS:-4}"
+LOAD_IN_4BIT="${LOAD_IN_4BIT:-0}"
+GRADIENT_CHECKPOINTING="${GRADIENT_CHECKPOINTING:-1}"
+TORCH_DTYPE="${TORCH_DTYPE:-fp16}"
+MAX_NEW_TOKENS="${MAX_NEW_TOKENS:-160}"
+MAX_INPUT_TOKENS="${MAX_INPUT_TOKENS:-3936}"
+LOG_DIR="${LOG_DIR:-${PROJECT_DIR}/rats40k_adapter/logs}"
+LOG_FILE="${LOG_FILE:-${LOG_DIR}/sft_4gpu_${RUN_ID}.log}"
+
+mkdir -p "$LOG_DIR" "$OUTPUT_ROOT"
+
+fail() {
+    echo "$*" >&2
+    exit 1
+}
+
+exec > >(tee -a "$LOG_FILE") 2>&1
+
+export CUDA_VISIBLE_DEVICES
+export PYTHONPATH="${PROJECT_DIR}:${PYTHONPATH:-}"
+export TOKENIZERS_PARALLELISM=false
+export PYTHONWARNINGS="ignore::FutureWarning:transformers.utils.hub"
+export WANDB_MODE=offline
+
+[ -x "$PYTHON_BIN" ] || fail "Python executable not found: $PYTHON_BIN. Set PYTHON_BIN=/path/to/bin/python."
+[ -f "$ACCELERATE_CONFIG" ] || fail "Accelerate config not found: $ACCELERATE_CONFIG"
+[ -f "$DATA_PATH" ] || fail "RATs40K data file not found: $DATA_PATH"
+[ -n "$MODEL_PATH" ] || fail "MODEL_PATH is required. Use a local ChatTime model path, or set ALLOW_HF_DOWNLOAD=1 with a HuggingFace model id."
+
+if [ ! -d "$MODEL_PATH" ] && [ "$ALLOW_HF_DOWNLOAD" != "1" ]; then
+    fail "MODEL_PATH is not a local directory: $MODEL_PATH. Set ALLOW_HF_DOWNLOAD=1 if you intentionally want HuggingFace downloads."
+fi
+
+"$PYTHON_BIN" -c "import accelerate; print('accelerate:', accelerate.__version__)" || \
+    fail "The selected Python cannot import accelerate: $PYTHON_BIN"
+ACCELERATE_CMD=("$PYTHON_BIN" -m accelerate.commands.accelerate_cli)
+
+if [ "$LOAD_IN_4BIT" = "1" ]; then
+    "$PYTHON_BIN" -c "import importlib.metadata as m; print('bitsandbytes:', m.version('bitsandbytes'))" || \
+        fail "LOAD_IN_4BIT=1 requires bitsandbytes in $PYTHON_BIN. Install it with: $PYTHON_BIN -m pip install bitsandbytes. To run without downloading it, set LOAD_IN_4BIT=0 PER_DEVICE_TRAIN_BATCH_SIZE=1 GRADIENT_ACCUMULATION_STEPS=16."
+fi
+
+TRAIN_EXTRA_ARGS=()
+if [ -n "$MAX_TRAIN_SAMPLES" ]; then
+    TRAIN_EXTRA_ARGS+=(--max_train_samples "$MAX_TRAIN_SAMPLES")
+fi
+if [ "$ALLOW_HF_DOWNLOAD" = "1" ]; then
+    TRAIN_EXTRA_ARGS+=(--allow_hf_download)
+fi
+if [ "$LOAD_IN_4BIT" = "1" ]; then
+    TRAIN_EXTRA_ARGS+=(--load_in_4bit)
+fi
+if [ "$GRADIENT_CHECKPOINTING" = "1" ]; then
+    TRAIN_EXTRA_ARGS+=(--gradient_checkpointing)
+fi
+
+echo "Run id: $RUN_ID"
+echo "Python: $PYTHON_BIN"
+echo "Accelerate: ${ACCELERATE_CMD[*]}"
+echo "CUDA_VISIBLE_DEVICES: $CUDA_VISIBLE_DEVICES"
+echo "Model path: $MODEL_PATH"
+echo "Data path: $DATA_PATH"
+echo "Adapter output dir: $ADAPTER_OUTPUT_DIR"
+echo "Eval output dir: $EVAL_OUTPUT_DIR"
+echo "Log file: $LOG_FILE"
+
+"${ACCELERATE_CMD[@]}" launch --config_file "$ACCELERATE_CONFIG" \
+    rats40k_adapter/finetune_rats40k_lora.py \
+    --model_path "$MODEL_PATH" \
+    --data_path "$DATA_PATH" \
+    --train_split "$TRAIN_SPLIT" \
+    --output_dir "$ADAPTER_OUTPUT_DIR" \
+    --max_seq_length "$MAX_SEQ_LENGTH" \
+    --per_device_train_batch_size "$PER_DEVICE_TRAIN_BATCH_SIZE" \
+    --gradient_accumulation_steps "$GRADIENT_ACCUMULATION_STEPS" \
+    --num_train_epochs "$NUM_TRAIN_EPOCHS" \
+    --learning_rate "$LEARNING_RATE" \
+    --lora_rank "$LORA_RANK" \
+    --lora_alpha "$LORA_ALPHA" \
+    --lora_dropout "$LORA_DROPOUT" \
+    --save_steps "$SAVE_STEPS" \
+    --logging_steps "$LOGGING_STEPS" \
+    --save_total_limit "$SAVE_TOTAL_LIMIT" \
+    --dataloader_num_workers "$DATALOADER_NUM_WORKERS" \
+    --torch_dtype "$TORCH_DTYPE" \
+    "${TRAIN_EXTRA_ARGS[@]}"
+
+if [ "$RUN_EVAL_AFTER_SFT" = "1" ]; then
+    EVAL_EXTRA_ARGS=()
+    if [ -n "$MAX_EVAL_SAMPLES" ]; then
+        EVAL_EXTRA_ARGS+=(--max_eval_samples "$MAX_EVAL_SAMPLES")
+    fi
+    if [ "$ALLOW_HF_DOWNLOAD" = "1" ]; then
+        EVAL_EXTRA_ARGS+=(--allow_hf_download)
+    fi
+
+    "${ACCELERATE_CMD[@]}" launch --config_file "$ACCELERATE_CONFIG" \
+        rats40k_adapter/eval_rats40k.py \
+        --model_path "$MODEL_PATH" \
+        --adapter_path "$ADAPTER_OUTPUT_DIR" \
+        --data_path "$DATA_PATH" \
+        --split "$EVAL_SPLIT" \
+        --output_dir "$EVAL_OUTPUT_DIR" \
+        --result_name "$RESULT_NAME" \
+        --eval_batch_size "$EVAL_BATCH_SIZE" \
+        --max_new_tokens "$MAX_NEW_TOKENS" \
+        --max_input_tokens "$MAX_INPUT_TOKENS" \
+        --torch_dtype "$TORCH_DTYPE" \
+        "${EVAL_EXTRA_ARGS[@]}"
+fi
diff --git a/rats40k_adapter/run_zeroshot_4gpu.sh b/rats40k_adapter/run_zeroshot_4gpu.sh
new file mode 100644
index 0000000000000000000000000000000000000000..79065c1a87f1aafe4f6089d24bb7c7015fee971c
--- /dev/null
+++ b/rats40k_adapter/run_zeroshot_4gpu.sh
@@ -0,0 +1,81 @@
+#!/bin/bash
+set -Eeuo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_DIR="$(cd "${SCRIPT_DIR}/.." && pwd)"
+cd "$PROJECT_DIR"
+
+RUN_ID="${RUN_ID:-$(date +%Y%m%d_%H%M%S)}"
+PYTHON_BIN="${PYTHON_BIN:-/dev/shm/suiqk/conda_envs/scalerag-ts-v4/bin/python}"
+ACCELERATE_CONFIG="${ACCELERATE_CONFIG:-/mnt/share01/sqk/ITFormer/accelerate_config.yaml}"
+CUDA_VISIBLE_DEVICES="${CUDA_VISIBLE_DEVICES:-0,1,2,3}"
+MODEL_PATH="${MODEL_PATH:-/mnt/share01/sqk/models/ChatTime-1-7B-Chat}"
+ALLOW_HF_DOWNLOAD="${ALLOW_HF_DOWNLOAD:-0}"
+DATA_PATH="${DATA_PATH:-/mnt/share01/sqk/datasets/RATs40K/RATs-Uni-TSImage_Reason.json}"
+SPLIT="${SPLIT:-TSAD_test}"
+OUTPUT_DIR="${OUTPUT_DIR:-${PROJECT_DIR}/rats40k_adapter/outputs/zeroshot_${RUN_ID}}"
+RESULT_NAME="${RESULT_NAME:-RATs-Uni-TSImage_Reason_Reason_by_chattime_zeroshot.json}"
+MAX_EVAL_SAMPLES="${MAX_EVAL_SAMPLES:-}"
+EVAL_BATCH_SIZE="${EVAL_BATCH_SIZE:-4}"
+MAX_NEW_TOKENS="${MAX_NEW_TOKENS:-160}"
+MAX_INPUT_TOKENS="${MAX_INPUT_TOKENS:-3936}"
+TORCH_DTYPE="${TORCH_DTYPE:-fp16}"
+LOG_DIR="${LOG_DIR:-${PROJECT_DIR}/rats40k_adapter/logs}"
+LOG_FILE="${LOG_FILE:-${LOG_DIR}/zeroshot_4gpu_${RUN_ID}.log}"
+
+mkdir -p "$LOG_DIR" "$OUTPUT_DIR"
+
+fail() {
+    echo "$*" >&2
+    exit 1
+}
+
+exec > >(tee -a "$LOG_FILE") 2>&1
+
+export CUDA_VISIBLE_DEVICES
+export PYTHONPATH="${PROJECT_DIR}:${PYTHONPATH:-}"
+export TOKENIZERS_PARALLELISM=false
+export PYTHONWARNINGS="ignore::FutureWarning:transformers.utils.hub"
+
+[ -x "$PYTHON_BIN" ] || fail "Python executable not found: $PYTHON_BIN. Set PYTHON_BIN=/path/to/bin/python."
+[ -f "$ACCELERATE_CONFIG" ] || fail "Accelerate config not found: $ACCELERATE_CONFIG"
+[ -f "$DATA_PATH" ] || fail "RATs40K data file not found: $DATA_PATH"
+[ -n "$MODEL_PATH" ] || fail "MODEL_PATH is required. Use a local ChatTime model path, or set ALLOW_HF_DOWNLOAD=1 with a HuggingFace model id."
+
+if [ ! -d "$MODEL_PATH" ] && [ "$ALLOW_HF_DOWNLOAD" != "1" ]; then
+    fail "MODEL_PATH is not a local directory: $MODEL_PATH. Set ALLOW_HF_DOWNLOAD=1 if you intentionally want HuggingFace downloads."
+fi
+
+"$PYTHON_BIN" -c "import accelerate; print('accelerate:', accelerate.__version__)" || \
+    fail "The selected Python cannot import accelerate: $PYTHON_BIN"
+ACCELERATE_CMD=("$PYTHON_BIN" -m accelerate.commands.accelerate_cli)
+
+EXTRA_ARGS=()
+if [ -n "$MAX_EVAL_SAMPLES" ]; then
+    EXTRA_ARGS+=(--max_eval_samples "$MAX_EVAL_SAMPLES")
+fi
+if [ "$ALLOW_HF_DOWNLOAD" = "1" ]; then
+    EXTRA_ARGS+=(--allow_hf_download)
+fi
+
+echo "Run id: $RUN_ID"
+echo "Python: $PYTHON_BIN"
+echo "Accelerate: ${ACCELERATE_CMD[*]}"
+echo "CUDA_VISIBLE_DEVICES: $CUDA_VISIBLE_DEVICES"
+echo "Model path: $MODEL_PATH"
+echo "Data path: $DATA_PATH"
+echo "Output dir: $OUTPUT_DIR"
+echo "Log file: $LOG_FILE"
+
+"${ACCELERATE_CMD[@]}" launch --config_file "$ACCELERATE_CONFIG" \
+    rats40k_adapter/eval_rats40k.py \
+    --model_path "$MODEL_PATH" \
+    --data_path "$DATA_PATH" \
+    --split "$SPLIT" \
+    --output_dir "$OUTPUT_DIR" \
+    --result_name "$RESULT_NAME" \
+    --eval_batch_size "$EVAL_BATCH_SIZE" \
+    --max_new_tokens "$MAX_NEW_TOKENS" \
+    --max_input_tokens "$MAX_INPUT_TOKENS" \
+    --torch_dtype "$TORCH_DTYPE" \
+    "${EXTRA_ARGS[@]}"
diff --git a/rats40k_adapter/run_zeroshot_then_sft_4gpu.sh b/rats40k_adapter/run_zeroshot_then_sft_4gpu.sh
new file mode 100644
index 0000000000000000000000000000000000000000..ac70f9de5f1e45f792081b2cc4645d0e8eabd961
--- /dev/null
+++ b/rats40k_adapter/run_zeroshot_then_sft_4gpu.sh
@@ -0,0 +1,75 @@
+#!/bin/bash
+set -Eeuo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_DIR="$(cd "${SCRIPT_DIR}/.." && pwd)"
+cd "$PROJECT_DIR"
+
+RUN_ID="${RUN_ID:-$(date +%Y%m%d_%H%M%S)}"
+PYTHON_BIN="${PYTHON_BIN:-/dev/shm/suiqk/conda_envs/scalerag-ts-v4/bin/python}"
+ACCELERATE_CONFIG="${ACCELERATE_CONFIG:-/mnt/share01/sqk/ITFormer/accelerate_config.yaml}"
+CUDA_VISIBLE_DEVICES="${CUDA_VISIBLE_DEVICES:-0,1,2,3}"
+MODEL_PATH="${MODEL_PATH:-/mnt/share01/sqk/models/ChatTime-1-7B-Chat}"
+DATA_PATH="${DATA_PATH:-/mnt/share01/sqk/datasets/RATs40K/RATs-Uni-TSImage_Reason.json}"
+ALLOW_HF_DOWNLOAD="${ALLOW_HF_DOWNLOAD:-0}"
+LOAD_IN_4BIT="${LOAD_IN_4BIT:-0}"
+PER_DEVICE_TRAIN_BATCH_SIZE="${PER_DEVICE_TRAIN_BATCH_SIZE:-1}"
+GRADIENT_ACCUMULATION_STEPS="${GRADIENT_ACCUMULATION_STEPS:-16}"
+
+OUTPUT_BASE="${OUTPUT_BASE:-${PROJECT_DIR}/rats40k_adapter/outputs/pipeline_${RUN_ID}}"
+LOG_DIR="${LOG_DIR:-${PROJECT_DIR}/rats40k_adapter/logs}"
+
+ZERO_SHOT_OUTPUT_DIR="${ZERO_SHOT_OUTPUT_DIR:-${OUTPUT_BASE}/zeroshot}"
+SFT_OUTPUT_ROOT="${SFT_OUTPUT_ROOT:-${OUTPUT_BASE}/sft}"
+
+ZERO_SHOT_LOG_FILE="${ZERO_SHOT_LOG_FILE:-${LOG_DIR}/pipeline_${RUN_ID}_zeroshot.log}"
+SFT_LOG_FILE="${SFT_LOG_FILE:-${LOG_DIR}/pipeline_${RUN_ID}_sft.log}"
+
+mkdir -p "$OUTPUT_BASE" "$LOG_DIR"
+
+echo "Pipeline run id: $RUN_ID"
+echo "Project dir: $PROJECT_DIR"
+echo "Python: $PYTHON_BIN"
+echo "CUDA_VISIBLE_DEVICES: $CUDA_VISIBLE_DEVICES"
+echo "Model path: $MODEL_PATH"
+echo "Data path: $DATA_PATH"
+echo "LOAD_IN_4BIT: $LOAD_IN_4BIT"
+echo "Per-device train batch size: $PER_DEVICE_TRAIN_BATCH_SIZE"
+echo "Gradient accumulation steps: $GRADIENT_ACCUMULATION_STEPS"
+echo "Zero-shot output dir: $ZERO_SHOT_OUTPUT_DIR"
+echo "SFT output root: $SFT_OUTPUT_ROOT"
+
+echo ""
+echo "========== Stage 1/2: Zero-shot eval =========="
+RUN_ID="$RUN_ID" \
+PYTHON_BIN="$PYTHON_BIN" \
+ACCELERATE_CONFIG="$ACCELERATE_CONFIG" \
+CUDA_VISIBLE_DEVICES="$CUDA_VISIBLE_DEVICES" \
+MODEL_PATH="$MODEL_PATH" \
+DATA_PATH="$DATA_PATH" \
+ALLOW_HF_DOWNLOAD="$ALLOW_HF_DOWNLOAD" \
+OUTPUT_DIR="$ZERO_SHOT_OUTPUT_DIR" \
+LOG_FILE="$ZERO_SHOT_LOG_FILE" \
+bash rats40k_adapter/run_zeroshot_4gpu.sh
+
+echo ""
+echo "========== Stage 2/2: SFT + eval =========="
+RUN_ID="$RUN_ID" \
+PYTHON_BIN="$PYTHON_BIN" \
+ACCELERATE_CONFIG="$ACCELERATE_CONFIG" \
+CUDA_VISIBLE_DEVICES="$CUDA_VISIBLE_DEVICES" \
+MODEL_PATH="$MODEL_PATH" \
+DATA_PATH="$DATA_PATH" \
+ALLOW_HF_DOWNLOAD="$ALLOW_HF_DOWNLOAD" \
+LOAD_IN_4BIT="$LOAD_IN_4BIT" \
+PER_DEVICE_TRAIN_BATCH_SIZE="$PER_DEVICE_TRAIN_BATCH_SIZE" \
+GRADIENT_ACCUMULATION_STEPS="$GRADIENT_ACCUMULATION_STEPS" \
+OUTPUT_ROOT="$SFT_OUTPUT_ROOT" \
+LOG_FILE="$SFT_LOG_FILE" \
+RUN_EVAL_AFTER_SFT="${RUN_EVAL_AFTER_SFT:-1}" \
+bash rats40k_adapter/run_sft_4gpu.sh
+
+echo ""
+echo "Pipeline finished."
+echo "Zero-shot outputs: $ZERO_SHOT_OUTPUT_DIR"
+echo "SFT outputs: $SFT_OUTPUT_ROOT"
diff --git a/training/finetune.py b/training/finetune.py
new file mode 100644
index 0000000000000000000000000000000000000000..660a116dee9f986f9a8f11514bf7c82beda25647
--- /dev/null
+++ b/training/finetune.py
@@ -0,0 +1,133 @@
+import argparse
+import sys
+
+import torch
+from datasets import load_dataset
+from transformers import TrainingArguments, LlamaTokenizer
+from trl import SFTTrainer
+from unsloth import FastLanguageModel, is_bfloat16_supported
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--code_path", type=str, required=True, default=None)
+    parser.add_argument("--model_path", type=str, required=True, default=None)
+    parser.add_argument("--dataset_path", type=str, required=True, default=None)
+    parser.add_argument("--log_path", type=str, required=True, default=None)
+    parser.add_argument("--output_path", type=str, required=True, default=None)
+
+    parser.add_argument("--max_seq_length", type=int, default=2048)
+    parser.add_argument("--load_in_4bit", action="store_true", default=False)
+
+    parser.add_argument("--lora_rank", type=int, default=16)
+    parser.add_argument("--lora_alpha", type=int, default=16)
+    parser.add_argument("--lora_dropout", type=float, default=0.00)
+    parser.add_argument("--random_seed", type=int, default=3407)
+
+    parser.add_argument("--num_train_epochs", type=int, default=1)
+    parser.add_argument("--per_device_train_batch_size", type=int, default=64)
+    parser.add_argument("--gradient_accumulation_steps", type=int, default=2)
+    parser.add_argument("--save_steps", type=int, default=2)
+    parser.add_argument("--logging_steps", type=int, default=2)
+    parser.add_argument("--max_steps", type=int, default=-1)
+
+    args = parser.parse_args()
+
+    sys.path.append(args.code_path)
+
+    # load tokenizer
+    tokenizer = LlamaTokenizer.from_pretrained(args.model_path, trust_remote_code=True)
+    tokenizer.pad_token = tokenizer.eos_token
+    tokenizer.padding_side = "right"
+    print(f"\nVocabulary number: {len(tokenizer.get_vocab())}\n")
+
+    EOS_TOKEN = tokenizer.eos_token
+
+    # load model
+    model, _ = FastLanguageModel.from_pretrained(
+        model_name=args.model_path,
+        max_seq_length=args.max_seq_length,
+        dtype=None,
+        load_in_4bit=args.load_in_4bit,
+    )
+
+    # add lora to llama model
+    model = FastLanguageModel.get_peft_model(
+        model,
+        r=args.lora_rank,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        target_modules=["q_proj", "k_proj", "v_proj", "o_proj", "gate_proj", "up_proj", "down_proj", ],
+        # modules_to_save=["embed_tokens", "lm_head", ],
+        bias="none",
+        use_gradient_checkpointing="unsloth",
+        random_state=args.random_seed,
+        max_seq_length=args.max_seq_length,
+    )
+
+
+    # load dataset
+    def formatting_func(example):
+        return example["text"] + EOS_TOKEN
+
+
+    print(f"\nLoading dataset in {args.dataset_path}")
+    dataset = load_dataset(args.dataset_path, split="train")
+    print(f"Dataset example: \n{dataset[0]['text']}\n")
+
+    # train model
+    trainer = SFTTrainer(
+        model=model,
+        tokenizer=tokenizer,
+        train_dataset=dataset,
+        dataset_text_field="text",
+        max_seq_length=args.max_seq_length,
+        dataset_num_proc=64,
+        packing=False,
+        formatting_func=formatting_func,
+        args=TrainingArguments(
+            per_device_train_batch_size=args.per_device_train_batch_size,
+            gradient_accumulation_steps=args.gradient_accumulation_steps,
+            num_train_epochs=args.num_train_epochs,
+            weight_decay=0.01,
+            warmup_ratio=0.05,
+            max_grad_norm=1.0,
+            learning_rate=2e-4,
+            logging_strategy="steps",
+            logging_steps=args.logging_steps,
+            save_strategy="steps",
+            save_steps=args.save_steps,
+            max_steps=args.max_steps,
+            save_total_limit=1,
+            logging_first_step=True,
+            optim="adamw_8bit",
+            lr_scheduler_type="cosine",
+            seed=args.random_seed,
+            output_dir=args.log_path,
+            fp16=not is_bfloat16_supported(),
+            bf16=is_bfloat16_supported(),
+        ),
+    )
+
+    # title Show current memory stats
+    gpu_stats = torch.cuda.get_device_properties(0)
+    start_gpu_memory = round(torch.cuda.max_memory_reserved() / 1024 / 1024 / 1024, 3)
+    max_memory = round(gpu_stats.total_memory / 1024 / 1024 / 1024, 3)
+    print(f"\nGPU = {gpu_stats.name}. Max memory = {max_memory} GB.")
+    print(f"{start_gpu_memory} GB of memory reserved.\n")
+
+    trainer_stats = trainer.train()
+
+    # title Show final memory and time stats
+    used_memory = round(torch.cuda.max_memory_reserved() / 1024 / 1024 / 1024, 3)
+    used_memory_for_lora = round(used_memory - start_gpu_memory, 3)
+    used_percentage = round(used_memory / max_memory * 100, 3)
+    lora_percentage = round(used_memory_for_lora / max_memory * 100, 3)
+    print(f"\n{trainer_stats.metrics['train_runtime']} seconds used for training.")
+    print(f"{round(trainer_stats.metrics['train_runtime'] / 60, 2)} minutes used for training.")
+    print(f"Peak reserved memory = {used_memory} GB.")
+    print(f"Peak reserved memory for training = {used_memory_for_lora} GB.")
+    print(f"Peak reserved memory % of max memory = {used_percentage} %.")
+    print(f"Peak reserved memory for training % of max memory = {lora_percentage} %.\n")
+
+    # save model and tokenizer
+    model.save_pretrained_merged(args.output_path, tokenizer)
diff --git a/training/finetune.sh b/training/finetune.sh
new file mode 100644
index 0000000000000000000000000000000000000000..fb90fd21d1c64e7105bfc8fb794e073cd70b8fae
--- /dev/null
+++ b/training/finetune.sh
@@ -0,0 +1,37 @@
+DATA_PATH=""
+CODE_PATH=""
+MODEL_PATH=""
+
+code_path=$CODE_PATH
+model_path=$MODEL_PATH/ChatTime-1-7B-Base/
+dataset_path=$DATA_PATH/ChatTime-1-Finetune-100K/
+log_path=$MODEL_PATH/log_finetune/
+output_path=$MODEL_PATH/ChatTime-1-7B-Chat/
+
+lora_rank=8
+lora_alpha=16
+lora_dropout=0.00
+
+num_train_epochs=4
+per_device_train_batch_size=8
+gradient_accumulation_steps=32
+save_steps=40
+logging_steps=4
+max_steps=-1
+
+python "$code_path/training/source/finetune.py" \
+  --code_path "$code_path" \
+  --model_path "$model_path" \
+  --dataset_path "$dataset_path" \
+  --log_path "$log_path" \
+  --output_path "$output_path" \
+  --lora_rank $lora_rank \
+  --lora_alpha $lora_alpha \
+  --lora_dropout $lora_dropout \
+  --num_train_epochs $num_train_epochs \
+  --per_device_train_batch_size $per_device_train_batch_size \
+  --gradient_accumulation_steps $gradient_accumulation_steps \
+  --save_steps $save_steps \
+  --logging_steps $logging_steps \
+  --max_steps $max_steps \
+  --load_in_4bit
diff --git a/training/pretrain.py b/training/pretrain.py
new file mode 100644
index 0000000000000000000000000000000000000000..be4c98d480483850e717f7c8eb3016f2f672755c
--- /dev/null
+++ b/training/pretrain.py
@@ -0,0 +1,154 @@
+import argparse
+import sys
+
+import numpy as np
+import torch
+from datasets import load_dataset
+from transformers import TrainingArguments, LlamaTokenizer
+from trl import SFTTrainer
+from unsloth import FastLanguageModel, is_bfloat16_supported
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--code_path", type=str, required=True, default=None)
+    parser.add_argument("--model_path", type=str, required=True, default=None)
+    parser.add_argument("--dataset_path", type=str, required=True, default=None)
+    parser.add_argument("--log_path", type=str, required=True, default=None)
+    parser.add_argument("--output_path", type=str, required=True, default=None)
+
+    parser.add_argument("--max_seq_length", type=int, default=2048)
+    parser.add_argument("--load_in_4bit", action="store_true", default=False)
+
+    parser.add_argument("--lora_rank", type=int, default=16)
+    parser.add_argument("--lora_alpha", type=int, default=16)
+    parser.add_argument("--lora_dropout", type=float, default=0.00)
+    parser.add_argument("--random_seed", type=int, default=3407)
+
+    parser.add_argument("--num_train_epochs", type=int, default=1)
+    parser.add_argument("--per_device_train_batch_size", type=int, default=64)
+    parser.add_argument("--gradient_accumulation_steps", type=int, default=2)
+    parser.add_argument("--save_steps", type=int, default=2)
+    parser.add_argument("--logging_steps", type=int, default=2)
+    parser.add_argument("--max_steps", type=int, default=-1)
+
+    parser.add_argument("--low_limit", type=float, default=-1)
+    parser.add_argument("--high_limit", type=float, default=1)
+    parser.add_argument("--n_tokens", type=int, default=10002)
+    parser.add_argument("--prec", type=int, default=4)
+    parser.add_argument("--time_sep", type=str, default=" ")
+    parser.add_argument("--time_flag", type=str, default="###")
+    parser.add_argument("--nan_flag", type=str, default="Nan")
+
+    args = parser.parse_args()
+
+    sys.path.append(args.code_path)
+    from utils.tools import Discretizer, Serializer
+
+    # construct vocabulary
+    discretizer = Discretizer(low_limit=args.low_limit, high_limit=args.high_limit, n_tokens=args.n_tokens)
+    serializer = Serializer(prec=args.prec, time_sep=args.time_sep, time_flag=args.time_flag, nan_flag=args.nan_flag)
+
+    vocabulary = np.concatenate((discretizer.centers[1:-1], [np.NaN])).reshape(-1, 1)
+    vocabulary = np.array([serializer.serialize(i) for i in vocabulary])
+    print(f"\nVocabulary: \n{vocabulary}\n")
+
+    # add token to llama tokenizer
+    tokenizer = LlamaTokenizer.from_pretrained(args.model_path, trust_remote_code=True)
+    tokenizer.pad_token = tokenizer.eos_token
+    tokenizer.padding_side = "right"
+    print(f"Old model pieces: {len(tokenizer.get_vocab())}")
+    tokenizer.add_tokens(vocabulary.tolist())
+    print(f"New model pieces: {len(tokenizer.get_vocab())}")
+
+    EOS_TOKEN = tokenizer.eos_token
+
+    # load model
+    model, _ = FastLanguageModel.from_pretrained(
+        model_name=args.model_path,
+        max_seq_length=args.max_seq_length,
+        dtype=None,
+        load_in_4bit=args.load_in_4bit,
+        resize_model_vocab=len(tokenizer.get_vocab()),
+    )
+
+    # add lora to llama model
+    model = FastLanguageModel.get_peft_model(
+        model,
+        r=args.lora_rank,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        target_modules=["q_proj", "k_proj", "v_proj", "o_proj", "gate_proj", "up_proj", "down_proj", ],
+        modules_to_save=["embed_tokens", "lm_head", ],
+        bias="none",
+        use_gradient_checkpointing="unsloth",
+        random_state=args.random_seed,
+        max_seq_length=args.max_seq_length,
+    )
+
+
+    # load dataset
+    def formatting_func(example):
+        return example["text"] + EOS_TOKEN
+
+
+    print(f"\nLoading dataset in {args.dataset_path}")
+    dataset = load_dataset(args.dataset_path, split="train")
+    print(f"Dataset example: \n{dataset[0]['text']}\n")
+
+    # train model
+    trainer = SFTTrainer(
+        model=model,
+        tokenizer=tokenizer,
+        train_dataset=dataset,
+        dataset_text_field="text",
+        max_seq_length=args.max_seq_length,
+        dataset_num_proc=64,
+        packing=False,
+        formatting_func=formatting_func,
+        args=TrainingArguments(
+            per_device_train_batch_size=args.per_device_train_batch_size,
+            gradient_accumulation_steps=args.gradient_accumulation_steps,
+            num_train_epochs=args.num_train_epochs,
+            weight_decay=0.01,
+            warmup_ratio=0.05,
+            max_grad_norm=1.0,
+            learning_rate=2e-4,
+            logging_strategy="steps",
+            logging_steps=args.logging_steps,
+            save_strategy="steps",
+            save_steps=args.save_steps,
+            max_steps=args.max_steps,
+            save_total_limit=1,
+            logging_first_step=True,
+            optim="adamw_8bit",
+            lr_scheduler_type="cosine",
+            seed=args.random_seed,
+            output_dir=args.log_path,
+            fp16=not is_bfloat16_supported(),
+            bf16=is_bfloat16_supported(),
+        ),
+    )
+
+    # title Show current memory stats
+    gpu_stats = torch.cuda.get_device_properties(0)
+    start_gpu_memory = round(torch.cuda.max_memory_reserved() / 1024 / 1024 / 1024, 3)
+    max_memory = round(gpu_stats.total_memory / 1024 / 1024 / 1024, 3)
+    print(f"\nGPU = {gpu_stats.name}. Max memory = {max_memory} GB.")
+    print(f"{start_gpu_memory} GB of memory reserved.\n")
+
+    trainer_stats = trainer.train()
+
+    # title Show final memory and time stats
+    used_memory = round(torch.cuda.max_memory_reserved() / 1024 / 1024 / 1024, 3)
+    used_memory_for_lora = round(used_memory - start_gpu_memory, 3)
+    used_percentage = round(used_memory / max_memory * 100, 3)
+    lora_percentage = round(used_memory_for_lora / max_memory * 100, 3)
+    print(f"\n{trainer_stats.metrics['train_runtime']} seconds used for training.")
+    print(f"{round(trainer_stats.metrics['train_runtime'] / 60, 2)} minutes used for training.")
+    print(f"Peak reserved memory = {used_memory} GB.")
+    print(f"Peak reserved memory for training = {used_memory_for_lora} GB.")
+    print(f"Peak reserved memory % of max memory = {used_percentage} %.")
+    print(f"Peak reserved memory for training % of max memory = {lora_percentage} %.\n")
+
+    # save model and tokenizer
+    model.save_pretrained_merged(args.output_path, tokenizer)
diff --git a/training/pretrain.sh b/training/pretrain.sh
new file mode 100644
index 0000000000000000000000000000000000000000..e482725f5cbe3aa5ca750e2495b50b5290f5ab00
--- /dev/null
+++ b/training/pretrain.sh
@@ -0,0 +1,37 @@
+DATA_PATH=""
+CODE_PATH=""
+MODEL_PATH=""
+
+code_path=$CODE_PATH
+model_path=meta-llama/Llama-2-7b-hf
+dataset_path=$DATA_PATH/ChatTime-1-Pretrain-1M/
+log_path=$MODEL_PATH/log_pretrain/
+output_path=$MODEL_PATH/ChatTime-1-7B-Base/
+
+lora_rank=8
+lora_alpha=16
+lora_dropout=0.00
+
+num_train_epochs=2
+per_device_train_batch_size=8
+gradient_accumulation_steps=32
+save_steps=200
+logging_steps=20
+max_steps=-1
+
+python "$code_path/training/source/pretrain.py" \
+  --code_path "$code_path" \
+  --model_path "$model_path" \
+  --dataset_path "$dataset_path" \
+  --log_path "$log_path" \
+  --output_path "$output_path" \
+  --lora_rank $lora_rank \
+  --lora_alpha $lora_alpha \
+  --lora_dropout $lora_dropout \
+  --num_train_epochs $num_train_epochs \
+  --per_device_train_batch_size $per_device_train_batch_size \
+  --gradient_accumulation_steps $gradient_accumulation_steps \
+  --save_steps $save_steps \
+  --logging_steps $logging_steps \
+  --max_steps $max_steps \
+  --load_in_4bit
diff --git a/tsqa_adapter/logs/sft_4gpu_20260615_140322.log b/tsqa_adapter/logs/sft_4gpu_20260615_140322.log
new file mode 100644
index 0000000000000000000000000000000000000000..c536fd75ee7bf912dd8ee8aa465519b57c9f4ba3
--- /dev/null
+++ b/tsqa_adapter/logs/sft_4gpu_20260615_140322.log
@@ -0,0 +1,875 @@
+accelerate: 0.34.2
+Run id: 20260615_140322
+Python: /dev/shm/suiqk/conda_envs/scalerag-ts-v4/bin/python
+Accelerate: /dev/shm/suiqk/conda_envs/scalerag-ts-v4/bin/python -m accelerate.commands.accelerate_cli
+CUDA_VISIBLE_DEVICES: 0,1,2,3
+Model path: /mnt/share01/sqk/models/ChatTime-1-7B-Chat
+Data root: /mnt/share01/sqk/datasets/Time-MQA_TSQA/tmp (train=train.jsonl eval=eval.jsonl)
+Adapter output dir: /mnt/share01/sqk/ChatTime/tsqa_adapter/outputs/sft_20260615_140322/adapter
+Eval output dir: /mnt/share01/sqk/ChatTime/tsqa_adapter/outputs/sft_20260615_140322/eval
+Log file: /mnt/share01/sqk/ChatTime/tsqa_adapter/logs/sft_4gpu_20260615_140322.log
+⚙️  Running in WANDB offline mode⚙️  Running in WANDB offline mode
+
+⚙️  Running in WANDB offline mode
+⚙️  Running in WANDB offline mode
+Applied accelerate compatibility patch: Accelerator.unwrap_model accepts keep_torch_compile.
+Applied accelerate compatibility patch: Accelerator.unwrap_model accepts keep_torch_compile.
+Applied accelerate compatibility patch: Accelerator.unwrap_model accepts keep_torch_compile.
+Applied accelerate compatibility patch: Accelerator.unwrap_model accepts keep_torch_compile.
+SFT token length check: input_rows=8000, kept_rows=7987, skipped_overlong=13, left_truncated_rows=0, max_prompt_len=3818, max_total_len=3842, max_seq_length=4096, skip_overlong=True
+SFT token length check: input_rows=8000, kept_rows=7987, skipped_overlong=13, left_truncated_rows=0, max_prompt_len=3818, max_total_len=3842, max_seq_length=4096, skip_overlong=True
+SFT token length check: input_rows=8000, kept_rows=7987, skipped_overlong=13, left_truncated_rows=0, max_prompt_len=3818, max_total_len=3842, max_seq_length=4096, skip_overlong=True
+SFT token length check: input_rows=8000, kept_rows=7987, skipped_overlong=13, left_truncated_rows=0, max_prompt_len=3818, max_total_len=3842, max_seq_length=4096, skip_overlong=True
+
Loading checkpoint shards:   0%|          | 0/3 [00:00<?, ?it/s]
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Loading checkpoint shards:  33%|███▎      | 1/3 [01:24<02:48, 84.40s/it]
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Loading checkpoint shards:  33%|███▎      | 1/3 [01:24<02:48, 84.32s/it]
Loading checkpoint shards:  67%|██████▋   | 2/3 [02:39<01:19, 79.03s/it]
Loading checkpoint shards:  67%|██████▋   | 2/3 [02:40<01:19, 79.35s/it]
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Loading checkpoint shards: 100%|██████████| 3/3 [03:39<00:00, 70.20s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [03:39<00:00, 73.12s/it]
+
Loading checkpoint shards: 100%|██████████| 3/3 [03:39<00:00, 70.13s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [03:39<00:00, 70.15s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [03:39<00:00, 73.05s/it]
+
Loading checkpoint shards: 100%|██████████| 3/3 [03:39<00:00, 73.09s/it]
+
Loading checkpoint shards: 100%|██████████| 3/3 [03:39<00:00, 70.30s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [03:39<00:00, 73.30s/it]
+trainable params: 39,976,960 || all params: 6,860,320,768 || trainable%: 0.5827
+trainable params: 39,976,960 || all params: 6,860,320,768 || trainable%: 0.5827
+/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/accelerate/accelerator.py:494: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
+  self.scaler = torch.cuda.amp.GradScaler(**kwargs)
+/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/accelerate/accelerator.py:494: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
+  self.scaler = torch.cuda.amp.GradScaler(**kwargs)
+No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
+No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
+trainable params: 39,976,960 || all params: 6,860,320,768 || trainable%: 0.5827
+/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/accelerate/accelerator.py:494: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
+  self.scaler = torch.cuda.amp.GradScaler(**kwargs)
+No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
+trainable params: 39,976,960 || all params: 6,860,320,768 || trainable%: 0.5827
+/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/accelerate/accelerator.py:494: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
+  self.scaler = torch.cuda.amp.GradScaler(**kwargs)
+Detected kernel version 5.4.0, which is below the recommended minimum of 5.5.0; this can cause the process to hang. It is recommended to upgrade the kernel to the minimum version or higher.
+No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
+
  0%|          | 0/250 [00:00<?, ?it/s]Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+PermissionError: [Errno 1] Operation not permitted
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
+Traceback (most recent call last):
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/queues.py", line 244, in _feed
+    obj = _ForkingPickler.dumps(obj)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 51, in dumps
+    cls(buf, protocol).dump(obj)
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/torch/multiprocessing/reductions.py", line 619, in reduce_storage
+    df = multiprocessing.reduction.DupFd(fd)
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/reduction.py", line 198, in DupFd
+    return resource_sharer.DupFd(fd)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 53, in __init__
+    self._id = _resource_sharer.register(send, close)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 76, in register
+    self._start()
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/resource_sharer.py", line 126, in _start
+    self._listener = Listener(authkey=process.current_process().authkey, backlog=128)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 464, in __init__
+    self._listener = SocketListener(address, family, backlog)
+                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/multiprocessing/connection.py", line 608, in __init__
+    self._socket.bind(address)
+PermissionError: [Errno 1] Operation not permitted
diff --git a/tsqa_adapter/logs/sft_4gpu_20260615_141604.log b/tsqa_adapter/logs/sft_4gpu_20260615_141604.log
new file mode 100644
index 0000000000000000000000000000000000000000..238b6ef2d9eddc3303189dc06f9f9910aaae678f
--- /dev/null
+++ b/tsqa_adapter/logs/sft_4gpu_20260615_141604.log
@@ -0,0 +1,210 @@
+accelerate: 0.34.2
+Run id: 20260615_141604
+Python: /dev/shm/suiqk/conda_envs/scalerag-ts-v4/bin/python
+Accelerate: /dev/shm/suiqk/conda_envs/scalerag-ts-v4/bin/python -m accelerate.commands.accelerate_cli
+CUDA_VISIBLE_DEVICES: 0,1,2,3
+Model path: /mnt/share01/sqk/models/ChatTime-1-7B-Chat
+Data root: /mnt/share01/sqk/datasets/Time-MQA_TSQA/tmp (train=train.jsonl eval=eval.jsonl)
+Adapter output dir: /mnt/share01/sqk/ChatTime/tsqa_adapter/outputs/sft_20260615_141604/adapter
+Eval output dir: /mnt/share01/sqk/ChatTime/tsqa_adapter/outputs/sft_20260615_141604/eval
+Log file: /mnt/share01/sqk/ChatTime/tsqa_adapter/logs/sft_4gpu_20260615_141604.log
+⚙️  Running in WANDB offline mode⚙️  Running in WANDB offline mode
+
+⚙️  Running in WANDB offline mode
+⚙️  Running in WANDB offline mode
+Applied accelerate compatibility patch: Accelerator.unwrap_model accepts keep_torch_compile.
+Applied accelerate compatibility patch: Accelerator.unwrap_model accepts keep_torch_compile.
+Applied accelerate compatibility patch: Accelerator.unwrap_model accepts keep_torch_compile.
+Applied accelerate compatibility patch: Accelerator.unwrap_model accepts keep_torch_compile.
+SFT token length check: input_rows=8000, kept_rows=7987, skipped_overlong=13, left_truncated_rows=0, max_prompt_len=3818, max_total_len=3842, max_seq_length=4096, skip_overlong=True
+SFT token length check: input_rows=8000, kept_rows=7987, skipped_overlong=13, left_truncated_rows=0, max_prompt_len=3818, max_total_len=3842, max_seq_length=4096, skip_overlong=True
+SFT token length check: input_rows=8000, kept_rows=7987, skipped_overlong=13, left_truncated_rows=0, max_prompt_len=3818, max_total_len=3842, max_seq_length=4096, skip_overlong=True
+SFT token length check: input_rows=8000, kept_rows=7987, skipped_overlong=13, left_truncated_rows=0, max_prompt_len=3818, max_total_len=3842, max_seq_length=4096, skip_overlong=True
+
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+
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+
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+
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Loading checkpoint shards: 100%|██████████| 3/3 [04:41<00:00, 93.95s/it]
+trainable params: 39,976,960 || all params: 6,860,320,768 || trainable%: 0.5827
+/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/accelerate/accelerator.py:494: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
+  self.scaler = torch.cuda.amp.GradScaler(**kwargs)
+No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
+trainable params: 39,976,960 || all params: 6,860,320,768 || trainable%: 0.5827
+trainable params: 39,976,960 || all params: 6,860,320,768 || trainable%: 0.5827
+trainable params: 39,976,960 || all params: 6,860,320,768 || trainable%: 0.5827
+/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/accelerate/accelerator.py:494: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
+  self.scaler = torch.cuda.amp.GradScaler(**kwargs)
+/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/accelerate/accelerator.py:494: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
+  self.scaler = torch.cuda.amp.GradScaler(**kwargs)
+Detected kernel version 5.4.0, which is below the recommended minimum of 5.5.0; this can cause the process to hang. It is recommended to upgrade the kernel to the minimum version or higher.
+No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
+/dev/shm/suiqk/conda_envs/scalerag-ts-v4/lib/python3.11/site-packages/accelerate/accelerator.py:494: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
+  self.scaler = torch.cuda.amp.GradScaler(**kwargs)
+No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
+No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
+
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+`use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`.
+`use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`.
+`use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`.
+
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{'loss': 2.1733, 'grad_norm': 0.9694206714630127, 'learning_rate': 0.0001230769230769231, 'epoch': 0.08}
+
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{'loss': 0.9926, 'grad_norm': 0.4126811921596527, 'learning_rate': 0.0001957805907172996, 'epoch': 0.16}
+
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{'loss': 0.8508, 'grad_norm': 0.3288513422012329, 'learning_rate': 0.00018734177215189873, 'epoch': 0.24}
+
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+
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{'loss': 0.7776, 'grad_norm': 0.2883685231208801, 'learning_rate': 0.00017046413502109706, 'epoch': 0.4}
+
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+
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{'loss': 0.757, 'grad_norm': 0.3640509843826294, 'learning_rate': 0.00014514767932489453, 'epoch': 0.64}
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{'loss': 0.7065, 'grad_norm': 0.24433942139148712, 'learning_rate': 6.0759493670886084e-05, 'epoch': 1.44}
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{'loss': 0.6848, 'grad_norm': 0.2905654013156891, 'learning_rate': 3.5443037974683544e-05, 'epoch': 1.68}
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{'loss': 0.6854, 'grad_norm': 0.2700088620185852, 'learning_rate': 2.7004219409282698e-05, 'epoch': 1.76}
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{'loss': 0.7243, 'grad_norm': 0.220729798078537, 'learning_rate': 1.856540084388186e-05, 'epoch': 1.84}
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{'loss': 0.7209, 'grad_norm': 0.23472554981708527, 'learning_rate': 1.0126582278481012e-05, 'epoch': 1.92}
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{'loss': 0.7225, 'grad_norm': 0.2952578067779541, 'learning_rate': 1.6877637130801686e-06, 'epoch': 2.0}
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{'train_runtime': 3349.8777, 'train_samples_per_second': 4.769, 'train_steps_per_second': 0.075, 'train_loss': 0.7997847061157226, 'epoch': 2.0}
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+[rank0]:[W615 15:17:28.247429157 ProcessGroupNCCL.cpp:1496] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+Dataset: /mnt/share01/sqk/datasets/Time-MQA_TSQA/tmp/eval.jsonl
+Total samples: 800
+World size: 4
+Per-device eval batch size: 4
+Maximum global eval batch size: 16
+Output dir: /mnt/share01/sqk/ChatTime/tsqa_adapter/outputs/sft_20260615_141604/eval
+
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+[rank0]:[W615 15:26:42.394095285 ProcessGroupNCCL.cpp:4561] [PG ID 0 PG GUID 0 Rank 0]  using GPU 0 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. Specify device_ids in barrier() to force use of a particular device, or call init_process_group() with a device_id.
+[rank2]:[W615 15:26:46.615147024 ProcessGroupNCCL.cpp:4561] [PG ID 0 PG GUID 0 Rank 2]  using GPU 2 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. Specify device_ids in barrier() to force use of a particular device, or call init_process_group() with a device_id.
+[rank3]:[W615 15:27:02.342169152 ProcessGroupNCCL.cpp:4561] [PG ID 0 PG GUID 0 Rank 3]  using GPU 3 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. Specify device_ids in barrier() to force use of a particular device, or call init_process_group() with a device_id.
+[rank1]:[W615 15:27:07.925204166 ProcessGroupNCCL.cpp:4561] [PG ID 0 PG GUID 0 Rank 1]  using GPU 1 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. Specify device_ids in barrier() to force use of a particular device, or call init_process_group() with a device_id.
+{
+  "by_group": {
+    "anomaly_detection": {
+      "count": 200,
+      "accuracy": 0.82,
+      "correct": 164,
+      "parsed": 200
+    },
+    "classification": {
+      "count": 200,
+      "accuracy": 0.74,
+      "correct": 148,
+      "parsed": 200
+    },
+    "forecasting": {
+      "count": 200,
+      "valid_samples": 170,
+      "valid_points": 3164,
+      "mse": 825899.547396054,
+      "mae": 151.69107746555417
+    },
+    "open_ended": {
+      "count": 200,
+      "accuracy": 0.45,
+      "parsed_accuracy": 0.45685279187817257,
+      "parse_rate": 0.985,
+      "correct": 90,
+      "parsed": 197,
+      "unparsed": 3,
+      "by_format": {
+        "multiple_choice": {
+          "count": 67,
+          "accuracy": 0.2835820895522388,
+          "parsed_accuracy": 0.2878787878787879,
+          "correct": 19,
+          "parsed": 66,
+          "unparsed": 1
+        },
+        "open_ended_question": {
+          "count": 67,
+          "accuracy": 0.417910447761194,
+          "parsed_accuracy": 0.4307692307692308,
+          "correct": 28,
+          "parsed": 65,
+          "unparsed": 2
+        },
+        "true_false": {
+          "count": 66,
+          "accuracy": 0.6515151515151515,
+          "parsed_accuracy": 0.6515151515151515,
+          "correct": 43,
+          "parsed": 66,
+          "unparsed": 0
+        }
+      },
+      "by_method": {
+        "anomaly": {
+          "count": 1,
+          "accuracy": 1.0,
+          "correct": 1
+        },
+        "cyclical": {
+          "count": 4,
+          "accuracy": 0.75,
+          "correct": 3
+        },
+        "multiple_choice": {
+          "count": 64,
+          "accuracy": 0.296875,
+          "correct": 19
+        },
+        "numeric_scalar": {
+          "count": 31,
+          "accuracy": 0.25806451612903225,
+          "correct": 8
+        },
+        "numeric_sequence": {
+          "count": 1,
+          "accuracy": 0.0,
+          "correct": 0
+        },
+        "seasonality": {
+          "count": 3,
+          "accuracy": 1.0,
+          "correct": 3
+        },
+        "trend": {
+          "count": 20,
+          "accuracy": 0.45,
+          "correct": 9
+        },
+        "true_false": {
+          "count": 65,
+          "accuracy": 0.6461538461538462,
+          "correct": 42
+        },
+        "volatility": {
+          "count": 8,
+          "accuracy": 0.625,
+          "correct": 5
+        }
+      }
+    }
+  },
+  "text_overall": {
+    "count": 800,
+    "exact_match": 0.39,
+    "normalized_exact_match": 0.39,
+    "token_f1": 0.6366794082162608
+  },
+  "num_samples": 800,
+  "counts_by_group": {
+    "anomaly_detection": 200,
+    "classification": 200,
+    "forecasting": 200,
+    "open_ended": 200
+  }
+}
+Saved predictions: /mnt/share01/sqk/ChatTime/tsqa_adapter/outputs/sft_20260615_141604/eval/predictions.jsonl
+Saved metrics: /mnt/share01/sqk/ChatTime/tsqa_adapter/outputs/sft_20260615_141604/eval/metrics.json
diff --git a/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/README.md b/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..97400eaf5aa13ca309ea1b4193e55b7b642d3718
--- /dev/null
+++ b/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/README.md
@@ -0,0 +1,202 @@
+---
+base_model: /mnt/share01/sqk/models/ChatTime-1-7B-Chat
+library_name: peft
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.14.0
\ No newline at end of file
diff --git a/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/adapter_config.json b/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..82c204db19d1c10fcc4ddcd4f320c9708cd0339e
--- /dev/null
+++ b/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/adapter_config.json
@@ -0,0 +1,37 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "/mnt/share01/sqk/models/ChatTime-1-7B-Chat",
+  "bias": "none",
+  "eva_config": null,
+  "exclude_modules": null,
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_bias": false,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "gate_proj",
+    "q_proj",
+    "o_proj",
+    "down_proj",
+    "v_proj",
+    "k_proj",
+    "up_proj"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_dora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/added_tokens.json b/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/added_tokens.json
new file mode 100644
index 0000000000000000000000000000000000000000..975a14b2d6495d46849ac4cb7ff9698e9788e5bb
--- /dev/null
+++ b/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/added_tokens.json
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+      "▁було": 11792,
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+      "▁fla": 17422,
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+      "▁charset": 17425,
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+      "***": 17435,
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+      "ecycle": 17437,
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+      "Theta": 17458,
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+      "▁personas": 17461,
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+      "fac": 17470,
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+      "▁exemple": 17488,
+      "▁Internacional": 17489,
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+      "Insert": 17491,
+      "general": 17492,
+      "SESSION": 17493,
+      "berga": 17494,
+      "hält": 17495,
+      "unas": 17496,
+      "мира": 17497,
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+      "spot": 17500,
+      "▁+\\": 17501,
+      "лла": 17502,
+      "▁precisely": 17503,
+      "▁член": 17504,
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+      "branch": 17519,
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+      "▁reprezent": 17577,
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+      "▁beside": 17620,
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+      "▁ath": 17622,
+      "▁advent": 17623,
+      "cji": 17624,
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+      "rost": 17627,
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+      "cca": 17630,
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+      "ply": 17632,
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+      "JECT": 17637,
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+      "▁defines": 17645,
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+      "elements": 17664,
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+      "▁tarde": 17666,
+      "▁permanent": 17667,
+      "▁conclude": 17668,
+      "Seg": 17669,
+      "▁акаде": 17670,
+      "}\",": 17671,
+      "▁февраля": 17672,
+      "řed": 17673,
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+      "▁USS": 17676,
+      "▁Nature": 17677,
+      "ifference": 17678,
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+      "▁twelve": 17680,
+      "tid": 17681,
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+      "▁située": 17689,
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+      "▁LI": 17705,
+      "znam": 17706,
+      "itled": 17707,
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+      "uliar": 17709,
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+      "▁resistance": 17711,
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+      "▁Clear": 17732,
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+      "▁photograph": 17739,
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+      "comb": 17743,
+      "ADD": 17744,
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+      "▁служ": 17746,
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+      "▁restore": 17749,
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+      "▁bio": 17799,
+      "▁subjects": 17800,
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+      "▁Schrift": 17802,
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+      "▁%%": 17806,
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+      "▁veröff": 17808,
+      "▁detected": 17809,
+      "ienn": 17810,
+      "rose": 17811,
+      "▁Ton": 17812,
+      "Complete": 17813,
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+      "STAT": 17816,
+      "Checked": 17817,
+      "▁inten": 17818,
+      "▁smile": 17819,
+      "▁strip": 17820,
+      "neut": 17821,
+      "');\r": 17822,
+      "four": 17823,
+      "▁todas": 17824,
+      "Controls": 17825,
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+      "rup": 17827,
+      "▁држави": 17828,
+      "ită": 17829,
+      "Protocol": 17830,
+      "Ка": 17831,
+      "▁expanded": 17832,
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+      "▁Станов": 17835,
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+      "▁notion": 17837,
+      "▁guest": 17838,
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+      "icked": 17840,
+      "▁Dave": 17841,
+      "▁reflection": 17842,
+      "liv": 17843,
+      "ální": 17844,
+      "▁revealed": 17845,
+      "▁sog": 17846,
+      "▁Tax": 17847,
+      "▁periodo": 17848,
+      "▁Weltkrie": 17849,
+      "catalina": 17850,
+      "qué": 17851,
+      "▁Father": 17852,
+      "▁Bir": 17853,
+      "expect": 17854,
+      "▁regression": 17855,
+      "iné": 17856,
+      "▁dabei": 17857,
+      "perm": 17858,
+      "мене": 17859,
+      "▁Abd": 17860,
+      "▁CF": 17861,
+      "arks": 17862,
+      "resolve": 17863,
+      "wedge": 17864,
+      "▁initialization": 17865,
+      "▁Véase": 17866,
+      "▁приня": 17867,
+      "stmt": 17868,
+      "▁income": 17869,
+      "MY": 17870,
+      "▁odkazy": 17871,
+      "▁Siehe": 17872,
+      "▁bodies": 17873,
+      "▁soc": 17874,
+      "Random": 17875,
+      "▁senza": 17876,
+      "ablo": 17877,
+      "▁regarded": 17878,
+      "onCreate": 17879,
+      "▁Magazine": 17880,
+      "▁Raf": 17881,
+      "▁Buenos": 17882,
+      "ил": 17883,
+      ")));": 17884,
+      "capt": 17885,
+      "redirect": 17886,
+      "▁petit": 17887,
+      "▁farm": 17888,
+      "▁rôle": 17889,
+      "▁статьи": 17890,
+      "    ": 17891,
+      "subfigure": 17892,
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+      "ziel": 17894,
+      "▁окон": 17895,
+      "EE": 17896,
+      "mee": 17897,
+      "▁perten": 17898,
+      "▁représent": 17899,
+      "▁LA": 17900,
+      "?'": 17901,
+      "▁тру": 17902,
+      "▁rational": 17903,
+      "osof": 17904,
+      "▁kne": 17905,
+      "▁artists": 17906,
+      "Flow": 17907,
+      "▁Аль": 17908,
+      "izard": 17909,
+      "▁numero": 17910,
+      "actic": 17911,
+      "▁destruct": 17912,
+      "▁Пра": 17913,
+      "onsieur": 17914,
+      "qt": 17915,
+      "abestanden": 17916,
+      "ność": 17917,
+      "Connect": 17918,
+      "▁oracle": 17919,
+      "▁Stockholm": 17920,
+      "sizeof": 17921,
+      "▁gemäß": 17922,
+      "ACT": 17923,
+      "▁expert": 17924,
+      "utions": 17925,
+      "▁hacia": 17926,
+      "▁logger": 17927,
+      "▁fool": 17928,
+      "rypto": 17929,
+      "ær": 17930,
+      "▁cidade": 17931,
+      "▁составе": 17932,
+      "oker": 17933,
+      "▁Transfer": 17934,
+      "▁denied": 17935,
+      "Track": 17936,
+      "▁radi": 17937,
+      "zec": 17938,
+      "▁Historic": 17939,
+      "▁Einwohner": 17940,
+      "кою": 17941,
+      "▁хра": 17942,
+      "▁Category": 17943,
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+      "▁swap": 17945,
+      "Begin": 17946,
+      "▁mientras": 17947,
+      "▁dance": 17948,
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+      "▁Ressources": 17957,
+      "EGIN": 17958,
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+      "▁Cruz": 17960,
+      "abling": 17961,
+      "▁\"@": 17962,
+      "▁metres": 17963,
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+      "\"+": 17969,
+      "acco": 17970,
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+      "▁Fed": 17972,
+      "▁Hend": 17973,
+      "usch": 17974,
+      "itä": 17975,
+      "folk": 17976,
+      "▁absor": 17977,
+      "antal": 17978,
+      "odge": 17979,
+      "▁WHEN": 17980,
+      "▁Externí": 17981,
+      "▁Regiment": 17982,
+      "▁evaluation": 17983,
+      "▁Tai": 17984,
+      "▁vocals": 17985,
+      "▁experimental": 17986,
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+      "▁Minn": 17988,
+      "▁вме": 17989,
+      "prec": 17990,
+      "every": 17991,
+      "▁hoof": 17992,
+      "▁Fernando": 17993,
+      "▁Bibliographie": 17994,
+      "▁nag": 17995,
+      "amerikanischer": 17996,
+      "▁marks": 17997,
+      "▁UTC": 17998,
+      "▁uncertain": 17999,
+      "дия": 18000,
+      "olia": 18001,
+      "▁cup": 18002,
+      "▁fille": 18003,
+      "▁dok": 18004,
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+      "esterd": 18006,
+      "▁Brand": 18007,
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+      "PP": 18009,
+      "nodes": 18010,
+      "▁Pad": 18011,
+      "▁loved": 18012,
+      "swing": 18013,
+      "▁surprised": 18014,
+      "ardi": 18015,
+      "▁GR": 18016,
+      "]\"": 18017,
+      "▁equally": 18018,
+      "ihe": 18019,
+      "care": 18020,
+      "писок": 18021,
+      "lijk": 18022,
+      "rinn": 18023,
+      "▁\\[\\": 18024,
+      "▁sons": 18025,
+      "▁tät": 18026,
+      "icamente": 18027,
+      "▁listing": 18028,
+      "iellement": 18029,
+      "▁nyelven": 18030,
+      "▁ds": 18031,
+      "▁agricult": 18032,
+      "▁Hermann": 18033,
+      "▁besides": 18034,
+      "progress": 18035,
+      "▁peculiar": 18036,
+      "focus": 18037,
+      "cn": 18038,
+      "-$": 18039,
+      "ственный": 18040,
+      "ourg": 18041,
+      "▁wyn": 18042,
+      "▁conducted": 18043,
+      "▁Становништво": 18044,
+      "connected": 18045,
+      "▁bott": 18046,
+      "▁смер": 18047,
+      "▁Poz": 18048,
+      "unct": 18049,
+      "conda": 18050,
+      "▁савезној": 18051,
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+      "ligt": 18053,
+      "orted": 18054,
+      "▁entering": 18055,
+      "multip": 18056,
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+      "typeof": 18059,
+      "▁Vlad": 18060,
+      "▁qued": 18061,
+      "▁reste": 18062,
+      "▁май": 18063,
+      "▁Very": 18064,
+      "ambiguation": 18065,
+      "▁challeng": 18066,
+      "▁respective": 18067,
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+      "Ctrl": 18069,
+      "▁absence": 18070,
+      "aru": 18071,
+      "вое": 18072,
+      "▁först": 18073,
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+      "▁Emperor": 18075,
+      "▁Ign": 18076,
+      "▁това": 18077,
+      ":`": 18078,
+      "adoop": 18079,
+      "▁Madame": 18080,
+      "▁gruppo": 18081,
+      "stud": 18082,
+      "▁externas": 18083,
+      "▁Александр": 18084,
+      "▁dign": 18085,
+      "▁живе": 18086,
+      "Amount": 18087,
+      "▁correlate": 18088,
+      "▁Fant": 18089,
+      "▁rails": 18090,
+      "fp": 18091,
+      "министратив": 18092,
+      "▁bought": 18093,
+      "▁filters": 18094,
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+      "symbol": 18098,
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+      "▁Fine": 28896,
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diff --git a/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/tokenizer.model b/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/tokenizer.model
new file mode 100644
index 0000000000000000000000000000000000000000..6c00c742ce03c627d6cd5b795984876fa49fa899
--- /dev/null
+++ b/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/tokenizer.model
@@ -0,0 +1,3 @@
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+oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
+size 499723
diff --git a/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/tokenizer_config.json b/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e78f1f45b518360ff2542b6a0c288227d05a8b8
--- /dev/null
+++ b/tsqa_adapter/outputs/sft_20260615_141604/adapter/checkpoint-200/tokenizer_config.json
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+      "▁Figure": 11479,
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+      "▁konnte": 11589,
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+      "▁Grid": 11657,
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+      "spot": 17500,
+      "▁+\\": 17501,
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+      "▁beside": 17620,
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+      "▁ath": 17622,
+      "▁advent": 17623,
+      "cji": 17624,
+      "written": 17625,
+      "▁russ": 17626,
+      "rost": 17627,
+      "HI": 17628,
+      "▁dice": 17629,
+      "cca": 17630,
+      "▁dép": 17631,
+      "ply": 17632,
+      "bigg": 17633,
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+      "JECT": 17637,
+      "ському": 17638,
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+      "▁defines": 17645,
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+      "elements": 17664,
+      "▁sondern": 17665,
+      "▁tarde": 17666,
+      "▁permanent": 17667,
+      "▁conclude": 17668,
+      "Seg": 17669,
+      "▁акаде": 17670,
+      "}\",": 17671,
+      "▁февраля": 17672,
+      "řed": 17673,
+      "▁IL": 17674,
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+      "▁USS": 17676,
+      "▁Nature": 17677,
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+      "▁LI": 17705,
+      "znam": 17706,
+      "itled": 17707,
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+      "uliar": 17709,
+      "*\\": 17710,
+      "▁resistance": 17711,
+      "stock": 17712,
+      "ked": 17713,
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+      "▁Clear": 17732,
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+      "▁titles": 17735,
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+      "▁contrib": 17737,
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+      "▁photograph": 17739,
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+      "comb": 17743,
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+      "▁publication": 17745,
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+      "▁restore": 17749,
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+      "▁subjects": 17800,
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+      "▁Schrift": 17802,
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+      "▁veröff": 17808,
+      "▁detected": 17809,
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+      "Complete": 17813,
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+      "');\r": 17822,
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+      "Controls": 17825,
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+      "▁sog": 17846,
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+      "▁periodo": 17848,
+      "▁Weltkrie": 17849,
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+      "▁regression": 17855,
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+      "▁dabei": 17857,
+      "perm": 17858,
+      "мене": 17859,
+      "▁Abd": 17860,
+      "▁CF": 17861,
+      "arks": 17862,
+      "resolve": 17863,
+      "wedge": 17864,
+      "▁initialization": 17865,
+      "▁Véase": 17866,
+      "▁приня": 17867,
+      "stmt": 17868,
+      "▁income": 17869,
+      "MY": 17870,
+      "▁odkazy": 17871,
+      "▁Siehe": 17872,
+      "▁bodies": 17873,
+      "▁soc": 17874,
+      "Random": 17875,
+      "▁senza": 17876,
+      "ablo": 17877,
+      "▁regarded": 17878,
+      "onCreate": 17879,
+      "▁Magazine": 17880,
+      "▁Raf": 17881,
+      "▁Buenos": 17882,
+      "ил": 17883,
+      ")));": 17884,
+      "capt": 17885,
+      "redirect": 17886,
+      "▁petit": 17887,
+      "▁farm": 17888,
+      "▁rôle": 17889,
+      "▁статьи": 17890,
+      "    ": 17891,
+      "subfigure": 17892,
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+      "ziel": 17894,
+      "▁окон": 17895,
+      "EE": 17896,
+      "mee": 17897,
+      "▁perten": 17898,
+      "▁représent": 17899,
+      "▁LA": 17900,
+      "?'": 17901,
+      "▁тру": 17902,
+      "▁rational": 17903,
+      "osof": 17904,
+      "▁kne": 17905,
+      "▁artists": 17906,
+      "Flow": 17907,
+      "▁Аль": 17908,
+      "izard": 17909,
+      "▁numero": 17910,
+      "actic": 17911,
+      "▁destruct": 17912,
+      "▁Пра": 17913,
+      "onsieur": 17914,
+      "qt": 17915,
+      "abestanden": 17916,
+      "ność": 17917,
+      "Connect": 17918,
+      "▁oracle": 17919,
+      "▁Stockholm": 17920,
+      "sizeof": 17921,
+      "▁gemäß": 17922,
+      "ACT": 17923,
+      "▁expert": 17924,
+      "utions": 17925,
+      "▁hacia": 17926,
+      "▁logger": 17927,
+      "▁fool": 17928,
+      "rypto": 17929,
+      "ær": 17930,
+      "▁cidade": 17931,
+      "▁составе": 17932,
+      "oker": 17933,
+      "▁Transfer": 17934,
+      "▁denied": 17935,
+      "Track": 17936,
+      "▁radi": 17937,
+      "zec": 17938,
+      "▁Historic": 17939,
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+      [
+        "▁Bi",
+        "an"
+      ],
+      [
+        "▁B",
+        "ian"
+      ],
+      [
+        "')",
+        "["
+      ],
+      [
+        "'",
+        ")["
+      ],
+      [
+        "чи",
+        "в"
+      ],
+      [
+        "▁Pos",
+        "s"
+      ],
+      [
+        "▁Po",
+        "ss"
+      ],
+      [
+        "▁P",
+        "oss"
+      ],
+      [
+        "▁Mitglied",
+        "er"
+      ],
+      [
+        "▁Mitg",
+        "lieder"
+      ],
+      [
+        "▁ne",
+        "v"
+      ],
+      [
+        "▁n",
+        "ev"
+      ],
+      [
+        "Dan",
+        "iel"
+      ],
+      [
+        "▁tend",
+        "s"
+      ],
+      [
+        "▁ten",
+        "ds"
+      ],
+      [
+        "▁t",
+        "ends"
+      ],
+      [
+        "▁compag",
+        "nie"
+      ],
+      [
+        "▁livre",
+        "s"
+      ],
+      [
+        "▁liv",
+        "res"
+      ],
+      [
+        "lu",
+        "b"
+      ],
+      [
+        "l",
+        "ub"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁▁▁",
+        "▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁▁",
+        "▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁▁",
+        "▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁",
+        "▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁",
+        "▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁",
+        "▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁",
+        "▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁",
+        "▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁",
+        "▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁",
+        "▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁",
+        "▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁",
+        "▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁",
+        "▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁",
+        "▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁",
+        "▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁",
+        "▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁",
+        "▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁",
+        "▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁",
+        "▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁",
+        "▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁",
+        "▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁",
+        "▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁",
+        "▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁",
+        "▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁",
+        "▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁",
+        "▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁",
+        "▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁",
+        "▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁▁▁▁▁",
+        "▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁",
+        "▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁",
+        "▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁",
+        "▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁",
+        "▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁",
+        "▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁",
+        "▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁",
+        "▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁▁▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁▁▁▁",
+        "▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁",
+        "▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁",
+        "▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁",
+        "▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁",
+        "▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁",
+        "▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁",
+        "▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁",
+        "▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁",
+        "▁▁▁"
+      ],
+      [
+        "▁▁▁▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁▁▁",
+        "▁▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁",
+        "▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁",
+        "▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁",
+        "▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁",
+        "▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁",
+        "▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁",
+        "▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁",
+        "▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁",
+        "▁▁▁▁"
+      ],
+      [
+        "▁▁▁▁",
+        "▁▁▁"
+      ],
+      [
+        "▁▁▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁▁",
+        "▁▁▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁",
+        "▁▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁",
+        "▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁",
+        "▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁",
+        "▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁",
+        "▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁",
+        "▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁",
+        "▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁",
+        "▁▁▁▁▁"
+      ],
+      [
+        "▁▁▁",
+        "▁▁▁▁"
+      ],
+      [
+        "▁▁▁",
+        "▁▁▁"
+      ],
+      [
+        "▁▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁▁",
+        "▁"
+      ],
+      [
+        "▁▁",
+        "▁▁▁▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁",
+        "▁▁▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁",
+        "▁▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁",
+        "▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁",
+        "▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁",
+        "▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁",
+        "▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁",
+        "▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁",
+        "▁▁▁▁▁▁"
+      ],
+      [
+        "▁▁",
+        "▁▁▁▁▁"
+      ],
+      [
+        "▁▁",
+        "▁▁▁▁"
+      ],
+      [
+        "▁▁",
+        "▁▁▁"
+      ],
+      [
+        "▁▁",
+        "▁▁"
+      ],
+      [
+        "▁▁",
+        "▁"
+      ],
+      [
+        "▁",
+        "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁▁▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁▁▁▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁▁▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁▁"
+      ],
+      [
+        "▁",
+        "▁▁"
+      ],
+      [
+        "▁",
+        "▁"
+      ]
+    ]
+  }
+}
\ No newline at end of file
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--- /dev/null
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
+size 499723
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 5432
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
+size 499723
diff --git a/tsqa_adapter/outputs/sft_20260615_141604/adapter/training_args.bin b/tsqa_adapter/outputs/sft_20260615_141604/adapter/training_args.bin
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2de0523d313b0b4bbd2386b37fcfe37b05c26128a2d8952d3873c5f16768017
+size 5432